IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology.
Wireless Sensor Network Using Six Sigma Multi Hop RoutingIOSR Journals
The most significant problem in the design of wireless sensor networks is to coordinate the sensors
with dynamism into a wireless communication network and route sensed data to the base station. The energy
efficiency is the most important key point of the network routing designing. This paper presents the efficient
multi hop routing algorithm to extend the lifetime of sensor networks and focuses by employing six sigma
principles to obtain the Quality of Service. To attain QoS support, we have to find either a route to assure the
application requirements or offering network response to the application when the requirements cannot be met.
Evaluation of routing protocol with multi-mobile sinks in WSNs using QoS and ...IJECEIAES
An efficient networks’ energy consumption and Quality of Services (QoS) are considered the most important issues, to evaluate the route quality of the designed routing protocol in Wireless Sensor Networks (WSNs). This study is presented an evaluation performance technique to evaluate two routing protocols: Secure for Mobile Sink Node location using Dynamic Routing Protocol (SMSNDRP) and routing protocol that used K-means algorithm to form Data Gathered Path (KM-DGP), on small and large network with Group of Mobile Sinks (GMSs). The propose technique is based on QoS and sensor nodes’ energy consumption parameters to assess route quality and networks’ energy usage. The evaluation technique is conducted on two routing protocols in two phases: The first phase is used to evaluate the route quality and networks’ energy consumption on small WSN with one mobile Sink Node (SN) and GMSs. The second phase, is used to evaluate the route quality and networks’ energy consumption on large network (four WSNs) with GMSs. The two phases are implementated by creating five sceneries via using NS2.3 simulator software. The implementation results of the proposed performance evaluation technique have demonstrated that SMSNDRP gives better networks’ energy consumption on small single network in comparison with KM-DGP. Also, it gives high quality route in large network that used four mobile SN, in contrast to KM-DGP that used sixteen mobile SNs. While in large network, it found that KM-DGP with sixteen mobile SNs gives better networks’ energy consumption in comparison with SMSNDRP with four mobile SNs.
Packet Transfer Rate & Robust Throughput for Mobile Adhoc NetworkEswar Publications
An ad-hoc wireless network is highly different considering dynamic stochastic process of its underlying links, leads to link breaks during data transaction. Hence, to provide free flow data transaction, many routing algorithms have the property of link recovery and maintenance procedures to minimize the loss of data during transmission. However these routing method do not guarantee reliable data transmission in some special application conditions with wide requirements on Packet delivery ratio and link quality of the network. Routing is a critical issue in MANET and hence the focus of this paper is the performance analysis of different routing protocols used in the
wireless network. We evaluate the ability of a mobile ad hoc wireless network to distribute flows across robust routes by introducing the robust throughput measure as a performance metric. The utility gained by the delivery of flow messages is based on the level of interruption experienced by the underlying transaction. We describe the mathematical calculation of a network’s robust throughput measure, as well as its robust throughput capacity. We introduce the robust flow admission and routing algorithm (RFAR) to provide for the timely and robust transport of flow transactions across mobile ad hoc wireless systems.
Performance study of adhoc routing protocols for cbr trafficeSAT Journals
Abstract Mobile ad hoc network (MANET) is a dynamic network without fixed infrastructure due to their wireless nature and can be deployed as multi-hop packet networks. The nodes are free to move about and organize themselves into a network. These nodes change position frequently. A Reactive (on-demand) routing strategy is a popular routing category for wireless adhoc routing. The primary objective of this paper is to do comparative study of the performance of routing protocols Destination-Sequenced Distance-Vector (DSDV), Dynamic Source Routing (DSR) and Ad-hoc on demand Distance Vector (AODV) for wireless ad hoc networks in a simulated environment against varying network parameters. The evaluations are done by means of simulations using NS-2 network simulator. The study was done on the basis of performance metrics: throughput, packet delivery function, end-to-end delay, routing overhead and packet lost. Simulation results show that despite in most simulations reactive routing protocols DSR and AODV performed significantly better than proactive routing protocol DSDV for the CBR based traffic. Keywords- component; Mobile Adhoc Network, Routing protocol, DSR, AODV, DSDV
Mobile Data Gathering with Load Balanced Clustering and Dual Data Uploading i...1crore projects
IEEE PROJECTS 2015
1 crore projects is a leading Guide for ieee Projects and real time projects Works Provider.
It has been provided Lot of Guidance for Thousands of Students & made them more beneficial in all Technology Training.
Dot Net
DOTNET Project Domain list 2015
1. IEEE based on datamining and knowledge engineering
2. IEEE based on mobile computing
3. IEEE based on networking
4. IEEE based on Image processing
5. IEEE based on Multimedia
6. IEEE based on Network security
7. IEEE based on parallel and distributed systems
Java Project Domain list 2015
1. IEEE based on datamining and knowledge engineering
2. IEEE based on mobile computing
3. IEEE based on networking
4. IEEE based on Image processing
5. IEEE based on Multimedia
6. IEEE based on Network security
7. IEEE based on parallel and distributed systems
ECE IEEE Projects 2015
1. Matlab project
2. Ns2 project
3. Embedded project
4. Robotics project
Eligibility
Final Year students of
1. BSc (C.S)
2. BCA/B.E(C.S)
3. B.Tech IT
4. BE (C.S)
5. MSc (C.S)
6. MSc (IT)
7. MCA
8. MS (IT)
9. ME(ALL)
10. BE(ECE)(EEE)(E&I)
TECHNOLOGY USED AND FOR TRAINING IN
1. DOT NET
2. C sharp
3. ASP
4. VB
5. SQL SERVER
6. JAVA
7. J2EE
8. STRINGS
9. ORACLE
10. VB dotNET
11. EMBEDDED
12. MAT LAB
13. LAB VIEW
14. Multi Sim
CONTACT US
1 CRORE PROJECTS
Door No: 214/215,2nd Floor,
No. 172, Raahat Plaza, (Shopping Mall) ,Arcot Road, Vadapalani, Chennai,
Tamin Nadu, INDIA - 600 026
Email id: 1croreprojects@gmail.com
website:1croreprojects.com
Phone : +91 97518 00789 / +91 72999 51536
Higher Throughput Maintenance Using Average Time Standard for Multipath Data ...Eswar Publications
Wireless network has come out as one of the key enablers for reliable data delivery for different types of applications.Ad-hoc
network consists of self-actuated node that collaborates in order to transfer the information.Trajectory-based Statistical
Forwarding (TSF) method used optimal target point selection algorithm to forward packets in order to satisfy probability of
packet delivery over multi-hopbut failed provide higher throughput on the multipath data delivery. TheVoid Aware Pressure Routing (VAPR) method used hop count and intensity information to build a directional data delivery system but
performance of specialized geographic routing based multipath data delivery was not attained. To maintain the higher
throughput level on ad-hoc network data delivery, Median Multicast Throughput Data Delivery (MMTDD) mechanism is
proposed in thispaper.The basic idea of MMTDD mechanism is to divide a message into multiple shares and deliver them via
multiple independent source paths to the destination. MMTDD mechanism with the average time standard takes the best
threshold value for every data (i.e.,) packet partitioning by avoiding packet loss. By this means, MMTDD mechanism uses
the Average Time Standard (ATS) to guarantee the required packet allocationwith higher throughput level. With the application of ATS, the MMTDD mechanism derives the theoretical model by attainingapproximately 4% higher throughput level on the multipath data delivery in ad-hoc network. MMTDD mechanism makes use of time scheduling
schemes to discover and maintain data delivery paths with minimal time consumption.Median Multicast in MMTDD
mechanism used the balanced state flow model to deliver data on multiple paths and experiment is conducted on factors such
as time consumption, data delivery rate,average delivery delay and throughput level.
ENERGY EFFICIENT MULTICAST ROUTING IN MANET ijac journal
In this paper, we have presented the Modified Multicasting through Time Reservation using Adaptive
Control for Excellent Energy efficiency (MMC-TRACE). It is a real time multicasting architecture for
Mobile Ad-Hoc networks to make their work an energy efficient one .MMC-TRACE is a cross layer design
where the network layer and medium access control layer functionality are done in a single integrated
layer design. The basic design of the architecture is to establish and maintain an active multicast tree
surrounded by a passive mesh within a mobile ad hoc network. Energy efficiency is maximized by enabling
the particular node from sleep to awake mode while the remaining nodes of the same path are maintained
at sleep mode. Energy efficiency too achieved by eliminating most of the redundant data receptions across
nodes. The performance of MMC-TRACE are evaluated with the help of ns-2 simulations and comparisons
are made with its predecessor such as MC-TRACE. The results show that the MMC-TRACE provides
superior energy efficiency, competitive QoS performance and bandwidth efficiency.
Wireless Sensor Network Using Six Sigma Multi Hop RoutingIOSR Journals
The most significant problem in the design of wireless sensor networks is to coordinate the sensors
with dynamism into a wireless communication network and route sensed data to the base station. The energy
efficiency is the most important key point of the network routing designing. This paper presents the efficient
multi hop routing algorithm to extend the lifetime of sensor networks and focuses by employing six sigma
principles to obtain the Quality of Service. To attain QoS support, we have to find either a route to assure the
application requirements or offering network response to the application when the requirements cannot be met.
Evaluation of routing protocol with multi-mobile sinks in WSNs using QoS and ...IJECEIAES
An efficient networks’ energy consumption and Quality of Services (QoS) are considered the most important issues, to evaluate the route quality of the designed routing protocol in Wireless Sensor Networks (WSNs). This study is presented an evaluation performance technique to evaluate two routing protocols: Secure for Mobile Sink Node location using Dynamic Routing Protocol (SMSNDRP) and routing protocol that used K-means algorithm to form Data Gathered Path (KM-DGP), on small and large network with Group of Mobile Sinks (GMSs). The propose technique is based on QoS and sensor nodes’ energy consumption parameters to assess route quality and networks’ energy usage. The evaluation technique is conducted on two routing protocols in two phases: The first phase is used to evaluate the route quality and networks’ energy consumption on small WSN with one mobile Sink Node (SN) and GMSs. The second phase, is used to evaluate the route quality and networks’ energy consumption on large network (four WSNs) with GMSs. The two phases are implementated by creating five sceneries via using NS2.3 simulator software. The implementation results of the proposed performance evaluation technique have demonstrated that SMSNDRP gives better networks’ energy consumption on small single network in comparison with KM-DGP. Also, it gives high quality route in large network that used four mobile SN, in contrast to KM-DGP that used sixteen mobile SNs. While in large network, it found that KM-DGP with sixteen mobile SNs gives better networks’ energy consumption in comparison with SMSNDRP with four mobile SNs.
Packet Transfer Rate & Robust Throughput for Mobile Adhoc NetworkEswar Publications
An ad-hoc wireless network is highly different considering dynamic stochastic process of its underlying links, leads to link breaks during data transaction. Hence, to provide free flow data transaction, many routing algorithms have the property of link recovery and maintenance procedures to minimize the loss of data during transmission. However these routing method do not guarantee reliable data transmission in some special application conditions with wide requirements on Packet delivery ratio and link quality of the network. Routing is a critical issue in MANET and hence the focus of this paper is the performance analysis of different routing protocols used in the
wireless network. We evaluate the ability of a mobile ad hoc wireless network to distribute flows across robust routes by introducing the robust throughput measure as a performance metric. The utility gained by the delivery of flow messages is based on the level of interruption experienced by the underlying transaction. We describe the mathematical calculation of a network’s robust throughput measure, as well as its robust throughput capacity. We introduce the robust flow admission and routing algorithm (RFAR) to provide for the timely and robust transport of flow transactions across mobile ad hoc wireless systems.
Performance study of adhoc routing protocols for cbr trafficeSAT Journals
Abstract Mobile ad hoc network (MANET) is a dynamic network without fixed infrastructure due to their wireless nature and can be deployed as multi-hop packet networks. The nodes are free to move about and organize themselves into a network. These nodes change position frequently. A Reactive (on-demand) routing strategy is a popular routing category for wireless adhoc routing. The primary objective of this paper is to do comparative study of the performance of routing protocols Destination-Sequenced Distance-Vector (DSDV), Dynamic Source Routing (DSR) and Ad-hoc on demand Distance Vector (AODV) for wireless ad hoc networks in a simulated environment against varying network parameters. The evaluations are done by means of simulations using NS-2 network simulator. The study was done on the basis of performance metrics: throughput, packet delivery function, end-to-end delay, routing overhead and packet lost. Simulation results show that despite in most simulations reactive routing protocols DSR and AODV performed significantly better than proactive routing protocol DSDV for the CBR based traffic. Keywords- component; Mobile Adhoc Network, Routing protocol, DSR, AODV, DSDV
Mobile Data Gathering with Load Balanced Clustering and Dual Data Uploading i...1crore projects
IEEE PROJECTS 2015
1 crore projects is a leading Guide for ieee Projects and real time projects Works Provider.
It has been provided Lot of Guidance for Thousands of Students & made them more beneficial in all Technology Training.
Dot Net
DOTNET Project Domain list 2015
1. IEEE based on datamining and knowledge engineering
2. IEEE based on mobile computing
3. IEEE based on networking
4. IEEE based on Image processing
5. IEEE based on Multimedia
6. IEEE based on Network security
7. IEEE based on parallel and distributed systems
Java Project Domain list 2015
1. IEEE based on datamining and knowledge engineering
2. IEEE based on mobile computing
3. IEEE based on networking
4. IEEE based on Image processing
5. IEEE based on Multimedia
6. IEEE based on Network security
7. IEEE based on parallel and distributed systems
ECE IEEE Projects 2015
1. Matlab project
2. Ns2 project
3. Embedded project
4. Robotics project
Eligibility
Final Year students of
1. BSc (C.S)
2. BCA/B.E(C.S)
3. B.Tech IT
4. BE (C.S)
5. MSc (C.S)
6. MSc (IT)
7. MCA
8. MS (IT)
9. ME(ALL)
10. BE(ECE)(EEE)(E&I)
TECHNOLOGY USED AND FOR TRAINING IN
1. DOT NET
2. C sharp
3. ASP
4. VB
5. SQL SERVER
6. JAVA
7. J2EE
8. STRINGS
9. ORACLE
10. VB dotNET
11. EMBEDDED
12. MAT LAB
13. LAB VIEW
14. Multi Sim
CONTACT US
1 CRORE PROJECTS
Door No: 214/215,2nd Floor,
No. 172, Raahat Plaza, (Shopping Mall) ,Arcot Road, Vadapalani, Chennai,
Tamin Nadu, INDIA - 600 026
Email id: 1croreprojects@gmail.com
website:1croreprojects.com
Phone : +91 97518 00789 / +91 72999 51536
Higher Throughput Maintenance Using Average Time Standard for Multipath Data ...Eswar Publications
Wireless network has come out as one of the key enablers for reliable data delivery for different types of applications.Ad-hoc
network consists of self-actuated node that collaborates in order to transfer the information.Trajectory-based Statistical
Forwarding (TSF) method used optimal target point selection algorithm to forward packets in order to satisfy probability of
packet delivery over multi-hopbut failed provide higher throughput on the multipath data delivery. TheVoid Aware Pressure Routing (VAPR) method used hop count and intensity information to build a directional data delivery system but
performance of specialized geographic routing based multipath data delivery was not attained. To maintain the higher
throughput level on ad-hoc network data delivery, Median Multicast Throughput Data Delivery (MMTDD) mechanism is
proposed in thispaper.The basic idea of MMTDD mechanism is to divide a message into multiple shares and deliver them via
multiple independent source paths to the destination. MMTDD mechanism with the average time standard takes the best
threshold value for every data (i.e.,) packet partitioning by avoiding packet loss. By this means, MMTDD mechanism uses
the Average Time Standard (ATS) to guarantee the required packet allocationwith higher throughput level. With the application of ATS, the MMTDD mechanism derives the theoretical model by attainingapproximately 4% higher throughput level on the multipath data delivery in ad-hoc network. MMTDD mechanism makes use of time scheduling
schemes to discover and maintain data delivery paths with minimal time consumption.Median Multicast in MMTDD
mechanism used the balanced state flow model to deliver data on multiple paths and experiment is conducted on factors such
as time consumption, data delivery rate,average delivery delay and throughput level.
ENERGY EFFICIENT MULTICAST ROUTING IN MANET ijac journal
In this paper, we have presented the Modified Multicasting through Time Reservation using Adaptive
Control for Excellent Energy efficiency (MMC-TRACE). It is a real time multicasting architecture for
Mobile Ad-Hoc networks to make their work an energy efficient one .MMC-TRACE is a cross layer design
where the network layer and medium access control layer functionality are done in a single integrated
layer design. The basic design of the architecture is to establish and maintain an active multicast tree
surrounded by a passive mesh within a mobile ad hoc network. Energy efficiency is maximized by enabling
the particular node from sleep to awake mode while the remaining nodes of the same path are maintained
at sleep mode. Energy efficiency too achieved by eliminating most of the redundant data receptions across
nodes. The performance of MMC-TRACE are evaluated with the help of ns-2 simulations and comparisons
are made with its predecessor such as MC-TRACE. The results show that the MMC-TRACE provides
superior energy efficiency, competitive QoS performance and bandwidth efficiency.
Packet delivery ratio, delay, throughput, routing overhead etc are the strict quality of service requirements
for applications in Ad hoc networks. So, the routing protocol not only finds a suitable path but also the path
should satisfy the QoS constraints also. Quality of services (QoS) aware routing is performed on the basis
of resource availability in the network and the flow of QoS requirement. In this paper we developed a
source routing protocol which satisfying the link bandwidth and end –to- end delay factor. Our protocol
will find multiple paths between the source and the destination, out of those one will be selected for data
transfer and others are reserve at the source node those can be used for route maintenance purpose. The
path selection is strictly based on the bandwidth and end-to-end delay in case two or more then two paths
are having the same values for QoS constraints then we will use hop as a parameter for path selection.
A novel routing technique for mobile ad hoc networks (manet)ijngnjournal
Actual network size depends on the application and the protocols developed for the routing for this kind of
networks should be scalable and efficient. Each routing protocol should support small as well as large
scale networks very efficiently. As the number of node increase, it increases the management functionality
of the network. Graph theoretic approach traditionally was applied to networks where nodes are static or
fixed. In this paper, we have applied the graph theoretic routing to MANET where nodes are mobile. Here,
we designed all identical nodes in the cluster except the cluster head and this criterion reduces the
management burden on the network. Each cluster supports a few nodes with a cluster head. The intracluster
connectivity amongst the nodes within the cluster is supported by multi-hop connectivity to ensure
handling mobility in such a way that no service disruption can occur. The inter-cluster connectivity is also
achieved by multi-hop connectivity. However, for inter-cluster communications, only cluster heads are
connected. This paper demonstrates graph theoretic approach produces an optimum multi-hop connectivity
path based on cumulative minimum degree that minimizes the contention and scheduling delay end-toend.
It is applied to both intra-cluster communications as well as inter-cluster communications. The
performance shows that having a multi-hop connectivity for intra-cluster communications is more power
efficient compared to broadcast of information with maximum power coverage. We also showed the total
number of required intermediate nodes in the transmission from source to destination. However, dynamic
behavior of the nodes requires greater understanding of the node degree and mobility at each instance of
time in order to maintain end-to-end QoS for multi-service provisioning. Our simulation results show that
the proposed graph theoretic routing approach will reduce the overall delay and improves the physical
layer data frame transmission.
SECTOR TREE-BASED CLUSTERING FOR ENERGY EFFICIENT ROUTING PROTOCOL IN HETEROG...IJCNCJournal
One of the main challenges for researchers to build routing protocols is how to use energy efficiently to extend the lifespan of the whole wireless sensor networks (WSN) because sensor nodes have limited battery power resources. In this work, we propose a Sector Tree-Based clustering routing protocol (STB-EE) for Energy Efficiency to cope with this problem, where the entire network area is partitioned into dynamic sectors (clusters), which balance the number of alive nodes. The nodes in each sector only communicate with their nearest neighbour by constructing a minimum tree based on the Kruskal algorithm and using mixed distance from candidate node to base station (BS) and remaining energy of candidate nodes to determine which node will become the cluster head (CH) in each cluster? By calculating the duration of time in each round for suitability, STB-EE increases the number of data packets sent to the BS. Our simulation results show that the network lifespan using STB-EE can be improved by about 16% and 10% in comparison to power-efficient gathering in sensor information system (PEGASIS) and energy-efficient PEGASIS-based protocol (IEEPB), respectively.
AN EFFECTIVE CONTROL OF HELLO PROCESS FOR ROUTING PROTOCOL IN MANETSIJCNCJournal
In the mobile ad hoc network (MANET) update of link connectivity is necessary to refresh the neighbor tables in data transfer. A existing hello process periodically exchanges the link connectivity information, which is not adequate for dynamic topology. Here, slow update of neighbour table entries causes link failures which affect performance parameter as packet drop, maximum delay, energy consumption, and reduced throughput. In the dynamic hello technique, new neighbour nodes and lost neighbour nodes are used to compute link change rate (LCR) and hello-interval/refresh rate (r). Exchange of link connectivity information at a fast rate consumes unnecessary bandwidth and energy. In MANET resource wastage can be controlled by avoiding the re-route discovery, frequent error notification, and local repair in the entire network. We are enhancing the existing hello process, which shows significant improvement in performance.
Implementing Energy Efficient Strategies in the MANET on-demand routing Proto...IJEEE
Mobile Ad-hoc networks are self-configuring multi-hop wireless networks where, the structure of the network changes dynamically. Because of the nodes in the MANET are mobile and battery operated, energy optimization is one of the major constraints in the MANET. Failure of some nodes operation can greatly impede the performance of the network and even affect the basic availability of the network, i.e., routing. To improve the lifetime of these networks can be improving the energy levels of the individual nodes of the network. This paper presents an analysis of the effects of different design choices for this on- demand routing protocols DSR and AODV in wireless ad hoc networks. In this paper, the energy efficient strategies are implemented in the AODV and DSR protocols to improve the life time of the Mobile ad hoc network. The CBEER-NN is developed using the existing DSR protocol and the AO- EEDTR is developed using the existing AODV protocol. GloMoSIM simulator is used to simulate the proposed MANET environment. This paper also compares the existing DSR and AODV protocols with proposed CBEER- NN and AO-EEDTR protocols. From the simulated results, this paper concludes that the proposed CBEER-NN and AO- EEDTR protocols are improving the life time of the network by improving the average residual energy of the nodes over the existing DSR and AO-EEDTR protocols.
A New Efficient Cache Replacement Strategy for Named Data NetworkingIJCNCJournal
The Information-Centric Network (ICN) is a future internet architecture with efficient content retrieval and distribution. Named Data Networking (NDN) is one of the proposed architectures for ICN. NDN’s innetwork caching improves data availability, reduce retrieval delays, network load, alleviate producer load, and limit data traffic. Despite the existence of several caching decision algorithms, the fetching and distribution of contents with minimum resource utilization remains a great challenge. In this paper, we introduce a new cache replacement strategy called Enhanced Time and Frequency Cache Replacement strategy (ETFCR) where both cache hit frequency and cache retrieval time are used to select evicted data chunks. ETFCR adds time cycles between the last two requests to adjust data chunk’s popularity and cache hits. We conducted extensive simulations using the ccnSim simulator to evaluate the performance of ETFCR and compare it to that of some well-known cache replacement strategies. Simulations results show that ETFCR outperforms the other cache replacement strategies in terms of cache hit ratio, and lower content retrieval delay.
PROPOSED A HETEROGENEOUS CLUSTERING ALGORITHM TO IMPROVE QOS IN WSNIJCNCJournal
In this article it has presented leach extended hierarchical 3-level clustered heterogeneous and dynamics
algorithm. On suggested protocol (LEH3LA) with planning of selected auction cluster head, and
alternative cluster head node, problem of delay on processing, processing of selecting members, decrease
of expenses, and energy consumption, decrease of sending message, and receiving messages inside the
clusters, selecting of cluster heads in large sensor networks were solved. This algorithm uses hierarchical
heterogeneous network (3-levels), collective intelligence, and intra-cluster interaction for communications.
Also it will solve the problems of sending data in Multi-BS mobile networks, expanding inter-cluster
networks, overlap cluster, genesis orphan nodes, boundary change dynamically clusters, using backbone
networks, cloud sensor. Using sleep/wake scheduling algorithm or TDMA-schedule alternative cluster head
node provides redundancy, and fault tolerance. Local processing in cluster head nodes, and alternative
cluster head, intra-cluster and inter-cluster communications such as Multi-HOP cause increase on
processing speed, and sending data intra-cluster and inter-cluster. Decrease of overhead network, and
increase the load balancing among cluster heads. Using encapsulation of data method, by cluster head
nodes, energy consumption decrease during sending data. Also by improving quality of service (QoS) in
CBRP, LEACH, 802.15.4, decrease of energy consumption in sensors, cluster heads and alternative cluster
head nodes, cause increase on lift time of sensor networks.
Rough set based QoS enabled multipath source routing in MANET IJECEIAES
The single constrained Quality of Service (QoS) routing in Mobile Ad-hoc NETwork (MANET) is disastrous in consideration of MANET characteristics, inference, collision and link failure as it maintains a single path. The QoS enabled routing yields better packet delivery and maintains consistency among nodes in the network by incorporating multi-constrained and multipath routing. The Dynamic Source Routing (DSR) is best suited source routing algorithm to maintain multipath information at the source node, but performance degrades with larger number of mobile nodes. Multilayer mechanism should be incorporated to maintain QoS metric information spreads across multiple layers of TCP/IP protocol stack. The proposed multipath QoS enabled source routing provides balanced routing by making use of all these features. The imprecise decision making strategy called Rough Set Theory (RST) is used at destination node for decision making. The Route REQuest (RREQ) messages coming from different routes are filtered by considering the QoS metrics of each and every route by making use of RST. The Route REPly (RREP) messages are generated and delivered to the source node for filtered RREQ messages. The proposed routing algorithm will reduce load on the network by reducing number of control messages exchanged for route establishment. This will evenly distribute load among all the nodes and it also avoid the scenarios like few nodes starved for resources. Finally, multipath routing always provides alternate routing option in case of route failure.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.t
Modified q aware scheduling algorithm for improved fairness in 802.16 j networksIJCNCJournal
Deployment of Multi-hop Relays in WiMax based Cellu
lar Networks is considered as a cost effective
solution to increase the Coverage area of Base Stat
ion and also to improve the Network Capacity with h
igh
quality short links. Scheduling became a challengin
g task in these Multi-hop Relay Wireless Cellular
Networks of IEEE 802.16j standard. H. Chen, X. Xie
and H. Wu proposed a Q-aware Scheduling
Algorithm in which back-pressure flow control mecha
nism is used to reflect current Q size of the Relay
s
and considered high back-pressure links to include
in Concurrent Transmission Scenarios, to maximize t
he
throughput. This focus on high back-pressure links,
leads to starvation of Mobile Stations having low
back-
pressure links, resulting unfairness in some cases.
To remedy this situation, a Fair Link Inclusion (F
LI)
mechanism is applied in Greedy Algorithm of Q-aware
Scheduling Algorithm. Simulation results show that
Modified Q-aware Scheduling Algorithm with FLI mech
anism has reasonable improvement in fairness and
maintaining steady throughput when compared with ex
isting algorithms.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology.
A NOVEL HYBRID OPPORTUNISTIC SCALABLE ENERGY EFFICIENT ROUTING DESIGN FOR LOW...IJCNCJournal
Opportunistic Routing (OR) scheme increases the transmission reliability despite the lossy wireless radio links by exploiting the broadcast nature of the wireless medium. However, OR schemes in low power Wireless Sensor Network (WSN) leads to energy drain in constrained sensor nodes due to constant
overhearing, periodic beaconing for Neighbourhood Management (NM) and increase in packet header length to append priority wise sorted Forwarding Candidates Set (FCS) prior to data transmission. The timer-based coordination mechanism incurs the least overhead to coordinate among the FCS that has successfully received the data packet for relaying the data in a multi-hop manner. This timer-based mechanism suffers from duplicate transmissions if the FCS is either not carefully selected or coordinated. The focus of this work is to propose a hybrid opportunistic energy efficient routing design for large scale, low power and lossy WSN. This design avoids periodic 'hello' beacons for NM, limits constant overhearing and increase in packet header length. There are two modes of operation i) opportunistic ii) unicast mode. The sender node adopts opportunistic forwarding for its initial data packet transmission and instead of pre-computing the FCS, it is dynamically computed in a completely distributed manner. The
eligible nodes to be part of FCS will be neighbour nodes at lower corona level than the sender with respect to the sink and remaining energy above the minimum threshold. The nodes part of FCS based on crosslayered multi-metrics and fuzzy decision logic determines its priority level to compute Dynamic Holding
Delay (DHD) for effective timer coordination. The differentiated back off implementation along with DHD enables the higher priority candidate that had received data packet to forward the packet first and facilitates others to cancel its timer upon overhearing. The sender node switches to unicast mode of
forwarding for successive transmissions by choosing the forwarding node with maximum trust value as it
denotes the stability of the temporally varying link with respect to the forwarder. The sender node will revert to opportunistic mode to increase transmission reliability in case of link-level transmission error or no trustworthy forwarders. Simulation results in NS2 show significant increase in Packet Delivery Ratio (PDR),decrease in both average energy consumption per node and Normalized Energy Consumption (NEC) per packet in comparison with existing protocols.
Enhancement of qos in multihop wireless networks by delivering cbr using lb a...eSAT Publishing House
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Enhancement of qos in multihop wireless networks by delivering cbr using lb a...eSAT Journals
Abstract One of the most complicated issues is to measuring the delay performance of end to end nodes in Multi-hop Wireless Networks. The two nodes are communicating via hopping over the multiple wireless links. The fact that is each node has to concentrate not only its own generated traffic, but also relayed one. Observing unfairness particularly for transmissions among nodes that are more than one hop Most of the existing works deals with the joint congestion control and scheduling algorithm, which does not focusing the delay performance. In turn, considering the throughput metric alone although for congestion control flows, throughput is the repeated difficult performance metric Packet delay is also important because practical congestion control protocols need to establish the timeouts for the retransmissions based on the packet delay, such parameters could significantly impact the speed of recovery when loss of packets occurred. The related issues on the delay-performance First, for long flows, the end to end delay may grow in terms of square with based on the number of hops. Second, it is difficult to control the end-to-end delay of each flows. TDMA schedules the transmissions in a fair way, in terms of throughput per connection, considering the communication requirements of the active flows of the network. It does not work properly in the multi-hop scenario, because it is generated only for single hop networks, We propose The Leaky Bucket Algorithm, in addition to joint congestion control and scheduling algorithm in multi-hop wireless networks. The proposed algorithm not only achieves the provable throughput and also considering the upper bounds of the delay of each flow. It reduces the transmission time by delivering packets at a constant bit rate even it receives the packet at a busty way. Keywords- Multi-hop wireless networks, congestion control, Performance, Delay, Flow, Throughput.
Impact of Variable Transmission Range and Scalability With Respect To Mobilit...Jitender Grover
A variety of protocols are used in ad hoc network but the most popular protocol one is Zone Routing Protocol (ZRP). ZRP is a hybrid routing protocol. Transmission power affects the design and performance of all the protocols in Mobile Ad hoc Networks (MANETs). Mobility of nodes and selection of Zone Size in ZRP are also the major issues. In this paper, the impact of Transmission Ranges and Scalability by varying Mobility rate along with Zone Radius on QoS based performance metrics has been analyzed. The environment has been simulated using NS2.33 Simulator. The objective of our work is to analyze that at what speed and by taking how much zone radius ZRP will be able to perform efficiently and effectively for Mobile Ad hoc Networks.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Sand casting conventional and rapid prototyping manufacturing approacheseSAT Publishing House
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Packet delivery ratio, delay, throughput, routing overhead etc are the strict quality of service requirements
for applications in Ad hoc networks. So, the routing protocol not only finds a suitable path but also the path
should satisfy the QoS constraints also. Quality of services (QoS) aware routing is performed on the basis
of resource availability in the network and the flow of QoS requirement. In this paper we developed a
source routing protocol which satisfying the link bandwidth and end –to- end delay factor. Our protocol
will find multiple paths between the source and the destination, out of those one will be selected for data
transfer and others are reserve at the source node those can be used for route maintenance purpose. The
path selection is strictly based on the bandwidth and end-to-end delay in case two or more then two paths
are having the same values for QoS constraints then we will use hop as a parameter for path selection.
A novel routing technique for mobile ad hoc networks (manet)ijngnjournal
Actual network size depends on the application and the protocols developed for the routing for this kind of
networks should be scalable and efficient. Each routing protocol should support small as well as large
scale networks very efficiently. As the number of node increase, it increases the management functionality
of the network. Graph theoretic approach traditionally was applied to networks where nodes are static or
fixed. In this paper, we have applied the graph theoretic routing to MANET where nodes are mobile. Here,
we designed all identical nodes in the cluster except the cluster head and this criterion reduces the
management burden on the network. Each cluster supports a few nodes with a cluster head. The intracluster
connectivity amongst the nodes within the cluster is supported by multi-hop connectivity to ensure
handling mobility in such a way that no service disruption can occur. The inter-cluster connectivity is also
achieved by multi-hop connectivity. However, for inter-cluster communications, only cluster heads are
connected. This paper demonstrates graph theoretic approach produces an optimum multi-hop connectivity
path based on cumulative minimum degree that minimizes the contention and scheduling delay end-toend.
It is applied to both intra-cluster communications as well as inter-cluster communications. The
performance shows that having a multi-hop connectivity for intra-cluster communications is more power
efficient compared to broadcast of information with maximum power coverage. We also showed the total
number of required intermediate nodes in the transmission from source to destination. However, dynamic
behavior of the nodes requires greater understanding of the node degree and mobility at each instance of
time in order to maintain end-to-end QoS for multi-service provisioning. Our simulation results show that
the proposed graph theoretic routing approach will reduce the overall delay and improves the physical
layer data frame transmission.
SECTOR TREE-BASED CLUSTERING FOR ENERGY EFFICIENT ROUTING PROTOCOL IN HETEROG...IJCNCJournal
One of the main challenges for researchers to build routing protocols is how to use energy efficiently to extend the lifespan of the whole wireless sensor networks (WSN) because sensor nodes have limited battery power resources. In this work, we propose a Sector Tree-Based clustering routing protocol (STB-EE) for Energy Efficiency to cope with this problem, where the entire network area is partitioned into dynamic sectors (clusters), which balance the number of alive nodes. The nodes in each sector only communicate with their nearest neighbour by constructing a minimum tree based on the Kruskal algorithm and using mixed distance from candidate node to base station (BS) and remaining energy of candidate nodes to determine which node will become the cluster head (CH) in each cluster? By calculating the duration of time in each round for suitability, STB-EE increases the number of data packets sent to the BS. Our simulation results show that the network lifespan using STB-EE can be improved by about 16% and 10% in comparison to power-efficient gathering in sensor information system (PEGASIS) and energy-efficient PEGASIS-based protocol (IEEPB), respectively.
AN EFFECTIVE CONTROL OF HELLO PROCESS FOR ROUTING PROTOCOL IN MANETSIJCNCJournal
In the mobile ad hoc network (MANET) update of link connectivity is necessary to refresh the neighbor tables in data transfer. A existing hello process periodically exchanges the link connectivity information, which is not adequate for dynamic topology. Here, slow update of neighbour table entries causes link failures which affect performance parameter as packet drop, maximum delay, energy consumption, and reduced throughput. In the dynamic hello technique, new neighbour nodes and lost neighbour nodes are used to compute link change rate (LCR) and hello-interval/refresh rate (r). Exchange of link connectivity information at a fast rate consumes unnecessary bandwidth and energy. In MANET resource wastage can be controlled by avoiding the re-route discovery, frequent error notification, and local repair in the entire network. We are enhancing the existing hello process, which shows significant improvement in performance.
Implementing Energy Efficient Strategies in the MANET on-demand routing Proto...IJEEE
Mobile Ad-hoc networks are self-configuring multi-hop wireless networks where, the structure of the network changes dynamically. Because of the nodes in the MANET are mobile and battery operated, energy optimization is one of the major constraints in the MANET. Failure of some nodes operation can greatly impede the performance of the network and even affect the basic availability of the network, i.e., routing. To improve the lifetime of these networks can be improving the energy levels of the individual nodes of the network. This paper presents an analysis of the effects of different design choices for this on- demand routing protocols DSR and AODV in wireless ad hoc networks. In this paper, the energy efficient strategies are implemented in the AODV and DSR protocols to improve the life time of the Mobile ad hoc network. The CBEER-NN is developed using the existing DSR protocol and the AO- EEDTR is developed using the existing AODV protocol. GloMoSIM simulator is used to simulate the proposed MANET environment. This paper also compares the existing DSR and AODV protocols with proposed CBEER- NN and AO-EEDTR protocols. From the simulated results, this paper concludes that the proposed CBEER-NN and AO- EEDTR protocols are improving the life time of the network by improving the average residual energy of the nodes over the existing DSR and AO-EEDTR protocols.
A New Efficient Cache Replacement Strategy for Named Data NetworkingIJCNCJournal
The Information-Centric Network (ICN) is a future internet architecture with efficient content retrieval and distribution. Named Data Networking (NDN) is one of the proposed architectures for ICN. NDN’s innetwork caching improves data availability, reduce retrieval delays, network load, alleviate producer load, and limit data traffic. Despite the existence of several caching decision algorithms, the fetching and distribution of contents with minimum resource utilization remains a great challenge. In this paper, we introduce a new cache replacement strategy called Enhanced Time and Frequency Cache Replacement strategy (ETFCR) where both cache hit frequency and cache retrieval time are used to select evicted data chunks. ETFCR adds time cycles between the last two requests to adjust data chunk’s popularity and cache hits. We conducted extensive simulations using the ccnSim simulator to evaluate the performance of ETFCR and compare it to that of some well-known cache replacement strategies. Simulations results show that ETFCR outperforms the other cache replacement strategies in terms of cache hit ratio, and lower content retrieval delay.
PROPOSED A HETEROGENEOUS CLUSTERING ALGORITHM TO IMPROVE QOS IN WSNIJCNCJournal
In this article it has presented leach extended hierarchical 3-level clustered heterogeneous and dynamics
algorithm. On suggested protocol (LEH3LA) with planning of selected auction cluster head, and
alternative cluster head node, problem of delay on processing, processing of selecting members, decrease
of expenses, and energy consumption, decrease of sending message, and receiving messages inside the
clusters, selecting of cluster heads in large sensor networks were solved. This algorithm uses hierarchical
heterogeneous network (3-levels), collective intelligence, and intra-cluster interaction for communications.
Also it will solve the problems of sending data in Multi-BS mobile networks, expanding inter-cluster
networks, overlap cluster, genesis orphan nodes, boundary change dynamically clusters, using backbone
networks, cloud sensor. Using sleep/wake scheduling algorithm or TDMA-schedule alternative cluster head
node provides redundancy, and fault tolerance. Local processing in cluster head nodes, and alternative
cluster head, intra-cluster and inter-cluster communications such as Multi-HOP cause increase on
processing speed, and sending data intra-cluster and inter-cluster. Decrease of overhead network, and
increase the load balancing among cluster heads. Using encapsulation of data method, by cluster head
nodes, energy consumption decrease during sending data. Also by improving quality of service (QoS) in
CBRP, LEACH, 802.15.4, decrease of energy consumption in sensors, cluster heads and alternative cluster
head nodes, cause increase on lift time of sensor networks.
Rough set based QoS enabled multipath source routing in MANET IJECEIAES
The single constrained Quality of Service (QoS) routing in Mobile Ad-hoc NETwork (MANET) is disastrous in consideration of MANET characteristics, inference, collision and link failure as it maintains a single path. The QoS enabled routing yields better packet delivery and maintains consistency among nodes in the network by incorporating multi-constrained and multipath routing. The Dynamic Source Routing (DSR) is best suited source routing algorithm to maintain multipath information at the source node, but performance degrades with larger number of mobile nodes. Multilayer mechanism should be incorporated to maintain QoS metric information spreads across multiple layers of TCP/IP protocol stack. The proposed multipath QoS enabled source routing provides balanced routing by making use of all these features. The imprecise decision making strategy called Rough Set Theory (RST) is used at destination node for decision making. The Route REQuest (RREQ) messages coming from different routes are filtered by considering the QoS metrics of each and every route by making use of RST. The Route REPly (RREP) messages are generated and delivered to the source node for filtered RREQ messages. The proposed routing algorithm will reduce load on the network by reducing number of control messages exchanged for route establishment. This will evenly distribute load among all the nodes and it also avoid the scenarios like few nodes starved for resources. Finally, multipath routing always provides alternate routing option in case of route failure.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.t
Modified q aware scheduling algorithm for improved fairness in 802.16 j networksIJCNCJournal
Deployment of Multi-hop Relays in WiMax based Cellu
lar Networks is considered as a cost effective
solution to increase the Coverage area of Base Stat
ion and also to improve the Network Capacity with h
igh
quality short links. Scheduling became a challengin
g task in these Multi-hop Relay Wireless Cellular
Networks of IEEE 802.16j standard. H. Chen, X. Xie
and H. Wu proposed a Q-aware Scheduling
Algorithm in which back-pressure flow control mecha
nism is used to reflect current Q size of the Relay
s
and considered high back-pressure links to include
in Concurrent Transmission Scenarios, to maximize t
he
throughput. This focus on high back-pressure links,
leads to starvation of Mobile Stations having low
back-
pressure links, resulting unfairness in some cases.
To remedy this situation, a Fair Link Inclusion (F
LI)
mechanism is applied in Greedy Algorithm of Q-aware
Scheduling Algorithm. Simulation results show that
Modified Q-aware Scheduling Algorithm with FLI mech
anism has reasonable improvement in fairness and
maintaining steady throughput when compared with ex
isting algorithms.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology.
A NOVEL HYBRID OPPORTUNISTIC SCALABLE ENERGY EFFICIENT ROUTING DESIGN FOR LOW...IJCNCJournal
Opportunistic Routing (OR) scheme increases the transmission reliability despite the lossy wireless radio links by exploiting the broadcast nature of the wireless medium. However, OR schemes in low power Wireless Sensor Network (WSN) leads to energy drain in constrained sensor nodes due to constant
overhearing, periodic beaconing for Neighbourhood Management (NM) and increase in packet header length to append priority wise sorted Forwarding Candidates Set (FCS) prior to data transmission. The timer-based coordination mechanism incurs the least overhead to coordinate among the FCS that has successfully received the data packet for relaying the data in a multi-hop manner. This timer-based mechanism suffers from duplicate transmissions if the FCS is either not carefully selected or coordinated. The focus of this work is to propose a hybrid opportunistic energy efficient routing design for large scale, low power and lossy WSN. This design avoids periodic 'hello' beacons for NM, limits constant overhearing and increase in packet header length. There are two modes of operation i) opportunistic ii) unicast mode. The sender node adopts opportunistic forwarding for its initial data packet transmission and instead of pre-computing the FCS, it is dynamically computed in a completely distributed manner. The
eligible nodes to be part of FCS will be neighbour nodes at lower corona level than the sender with respect to the sink and remaining energy above the minimum threshold. The nodes part of FCS based on crosslayered multi-metrics and fuzzy decision logic determines its priority level to compute Dynamic Holding
Delay (DHD) for effective timer coordination. The differentiated back off implementation along with DHD enables the higher priority candidate that had received data packet to forward the packet first and facilitates others to cancel its timer upon overhearing. The sender node switches to unicast mode of
forwarding for successive transmissions by choosing the forwarding node with maximum trust value as it
denotes the stability of the temporally varying link with respect to the forwarder. The sender node will revert to opportunistic mode to increase transmission reliability in case of link-level transmission error or no trustworthy forwarders. Simulation results in NS2 show significant increase in Packet Delivery Ratio (PDR),decrease in both average energy consumption per node and Normalized Energy Consumption (NEC) per packet in comparison with existing protocols.
Enhancement of qos in multihop wireless networks by delivering cbr using lb a...eSAT Publishing House
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Enhancement of qos in multihop wireless networks by delivering cbr using lb a...eSAT Journals
Abstract One of the most complicated issues is to measuring the delay performance of end to end nodes in Multi-hop Wireless Networks. The two nodes are communicating via hopping over the multiple wireless links. The fact that is each node has to concentrate not only its own generated traffic, but also relayed one. Observing unfairness particularly for transmissions among nodes that are more than one hop Most of the existing works deals with the joint congestion control and scheduling algorithm, which does not focusing the delay performance. In turn, considering the throughput metric alone although for congestion control flows, throughput is the repeated difficult performance metric Packet delay is also important because practical congestion control protocols need to establish the timeouts for the retransmissions based on the packet delay, such parameters could significantly impact the speed of recovery when loss of packets occurred. The related issues on the delay-performance First, for long flows, the end to end delay may grow in terms of square with based on the number of hops. Second, it is difficult to control the end-to-end delay of each flows. TDMA schedules the transmissions in a fair way, in terms of throughput per connection, considering the communication requirements of the active flows of the network. It does not work properly in the multi-hop scenario, because it is generated only for single hop networks, We propose The Leaky Bucket Algorithm, in addition to joint congestion control and scheduling algorithm in multi-hop wireless networks. The proposed algorithm not only achieves the provable throughput and also considering the upper bounds of the delay of each flow. It reduces the transmission time by delivering packets at a constant bit rate even it receives the packet at a busty way. Keywords- Multi-hop wireless networks, congestion control, Performance, Delay, Flow, Throughput.
Impact of Variable Transmission Range and Scalability With Respect To Mobilit...Jitender Grover
A variety of protocols are used in ad hoc network but the most popular protocol one is Zone Routing Protocol (ZRP). ZRP is a hybrid routing protocol. Transmission power affects the design and performance of all the protocols in Mobile Ad hoc Networks (MANETs). Mobility of nodes and selection of Zone Size in ZRP are also the major issues. In this paper, the impact of Transmission Ranges and Scalability by varying Mobility rate along with Zone Radius on QoS based performance metrics has been analyzed. The environment has been simulated using NS2.33 Simulator. The objective of our work is to analyze that at what speed and by taking how much zone radius ZRP will be able to perform efficiently and effectively for Mobile Ad hoc Networks.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Sand casting conventional and rapid prototyping manufacturing approacheseSAT Publishing House
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Stress resistance of owa stick reinforced grano periwinkle concrete slab subj...eSAT Publishing House
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Cooperative ad hoc networks for energy efficient improve connectivityeSAT Publishing House
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Performance evaluation of rapid and spray and-wait dtn routing protocols unde...eSAT Publishing House
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Design and development of non server peer 2 peer secure communication using j...eSAT Publishing House
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology.
A study on qos aware routing in wireless mesh networkeSAT Journals
Abstract Wireless Mesh Networks (WMN) mainly consists of mesh clients and mesh routers. It is mainly effective as an economically successful and a promising technology for providing wireless broadband services. Mesh routers basically form the backbone of the network (WMN) and hence has the minimum mobility. They interconnect the mesh clients and the wireline backbone network. In order to approach the wireline level or same or near QoS, the Wireless Mesh Networks must be QoS aware. In this paper we have worked on the effect of variable transmission power to achieve the desired SNR and to maximize the number of active links at the same time for each links in the network and analyze different approaches to maintain the QoS routing of a wireless mesh network. Index Terms:AODV; AQOR; DSDV; MANET; OPNET; QOS; WMN
Wireless Sensor Network Using Six Sigma Multi Hop RoutingIOSR Journals
Abstract: The most significant problem in the design of wireless sensor networks is to coordinate the sensors with dynamism into a wireless communication network and route sensed data to the base station. The energy efficiency is the most important key point of the network routing designing. This paper presents the efficient multi hop routing algorithm to extend the lifetime of sensor networks and focuses by employing six sigma principles to obtain the Quality of Service. To attain QoS support, we have to find either a route to assure the application requirements or offering network response to the application when the requirements cannot be met. Keywords: Wireless Sensor Networks, Multi hop routing, six sigma, QoS
International Journal of Engineering Research and Applications (IJERA) aims to cover the latest outstanding developments in the field of all Engineering Technologies & science.
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With the enhancement of the intelligent and communication technology, an intelligent transportation plays a vital role to facilitate an essential service to many people, allowing them to travel quickly and conveniently from place to place. Wireless sensor networks (WSNs) are well-known for their ability to detect physical significant barriers due to their diverse movement, self-organizing capabilities, and the integration of this mobile node on the intelligent transportation system to gather data in WSN contexts is becoming more and more popular as these vehicles proliferate. Although these mobile devices might enhance network performance, however it is difficult to design a suitable transportation path with the limited energy resources with network connectivity. To solve this problem, we have proposed a novel itinerary planning schema data gatherer (IPS-DG) model. Furthermore, we use the path planning module (PPM) which finds the transportation path to travel the shortest distance. We have compared our results under different aspect such as life span, energy consumption, and path length with Low Energy Adaptive Clustering Hierarchy (LEACH), Multi-Hop Weighted Revenue (MWR), Single-Hop Data Gathering Procedure (SHDGP). Our model outperforms in terms of energy usage, shortest path, and longest life span of with LEACH, MWR, SHDGP routing protocols.
Optimal Coverage Path Planning in a Wireless Sensor Network for Intelligent T...IJCNCJournal
With the enhancement of the intelligent and communication technology, an intelligent transportation plays a vital role to facilitate an essential service to many people, allowing them to travel quickly and conveniently from place to place. Wireless sensor networks (WSNs) are well-known for their ability to detect physical significant barriers due to their diverse movement, self-organizing capabilities, and the integration of this mobile node on the intelligent transportation system to gather data in WSN contexts is becoming more and more popular as these vehicles proliferate. Although these mobile devices might enhance network performance, however it is difficult to design a suitable transportation path with the limited energy resources with network connectivity. To solve this problem, we have proposed a novel itinerary planning schema data gatherer (IPS-DG) model. Furthermore, we use the path planning module (PPM) which finds the transportation path to travel the shortest distance. We have compared our results under different aspect such as life span, energy consumption, and path length with Low Energy Adaptive Clustering Hierarchy (LEACH), Multi-Hop Weighted Revenue (MWR), Single-Hop Data Gathering Procedure (SHDGP). Our model outperforms in terms of energy usage, shortest path, and longest life span of with LEACH, MWR, SHDGP routing protocols.
Efficient energy, cost reduction, and QoS based routing protocol for wireless...IJECEIAES
Recent developments and widespread in wireless sensor network have led to many routing protocols, many of these protocols consider the efficiency of energy as the ultimate factor to maximize the WSN lifetime. The quality of Service (QoS) requirements for different applications of wireless sensor networks has posed additional challenges. Imaging and data transmission needs both QoS aware routing and energy to ensure the efficient use of sensors. In this paper, we propose an Efficient, Energy-Aware, Least Cost, (ECQSR) quality of service routing protocol for sensor networks which can run efficiently with best-effort traffic processing. The protocol aims to maximize the lifetime of the network out of balancing energy consumption across multiple nodes, by using the concept of service differentiation, finding lower cost by finding the shortest path using nearest neighbor algorithm (NN), also put certain constraints on the delay of the path for real-time data from where link cost that captures energy nodes reserve, energy of the transmission, error rate and other parameters. The results show that the proposed protocol improves the network lifetime and low power consumption.
Wireless Sensor Network (WSN) is partially distributed autonomous sensors to monitor physical or environmental conditions such as temperature, pressure etc. and to cooperatively pass their data through the network to the central location. The technique referred to as multi-hop wireless communications is used by the WSN’s to communicate. Due to the limited processing power and the finite power accessible to each sensor nodes, the application of regular routing techniques is not recommended. Hence recent advances in wireless sensor networks have made the routing protocols more efficient. This paper surveys and compares the advanced routing protocols. The three main categories discussed here are flat based, hierarchical based and location based. The paper concludes with open research issues.
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Development of energy efficient Wireless Sensor Network (WSN) routing protocol is nowadays main area of interest amongst researchers. This research is an effort in designing energy efficient Wireless Sensor Network (WSN) routing protocol under certain parameters consideration. Research report discusses various existing WSN routing protocols and propose a new WSN energy efficient routing protocol. Results show a significant improvement in life cycle of the nodes and enhancement in energy efficiency of WSN. In this paper, an attempt has been made to design a wireless sensor network involving the extraction of Pascal Graph features. The standard task involves designing a suitable topology using Pascal Graph. As per the definition of interconnection network it is equivalent that a suitable graph can represent the different computer network topologies very efficiently. Different characteristics of Pascal Graph Topology has been discovered and used in network topology design. Since Pascal Graph gives
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Wireless Sensor networks (WSN) is an emerging technology and have great potential to be employed in critical
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Mobile Ad-hoc Network (MANET) is an infrastructure less and decentralized network which need a robust
dynamic routing protocol. Many routing protocols for such networks have been proposed so far to find
optimized routes from source to the destination and prominent among them are Dynamic Source Routing
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routing protocols. The performance comparison of these protocols should be considered as the primary
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proactive and reactive routing protocols DSDV, AODV and DSR based on QoS metrics (packet delivery
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overhead by using the NS-2 simulator. The performance comparison is conducted by varying mobility
speed, number of nodes and data rate. The comparison results show that AODV performs optimally well
not the best among all the studied protocols.
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Performance comparison of qo s based routing
1. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
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Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 272
PERFORMANCE COMPARISON OF QoS BASED ROUTING
PROTOCOLS MBRR, REAR AND SPEED FOR WIRELESS SENSOR
NETWORKS
Deepak Verma1
, Amardeep Kaur2
1
M.Tech (C.S.E.), Student, 2
Assistant Professor (C.S.E.), Punjabi University Regional Center for Information Technology
and Management, Mohali, Punjab, India
Abstract
A wireless sensor network (WSN) is a collection of small randomly dispersed micro sensor nodes that have capability to sense,
establish wireless communication between each other and do computations and process operations. A network especially wireless
network strongly depends on the routing protocols to route the sensed data to the Base Station (BS) via some intermediate nodes. Due
to fast emergence of the wireless sensing, a lot of work has been done on the various categories of routing protocols of WSN like
location-based, data-centric, hierarchal routing protocols etc. to measure the network performance. But recent studies are provided
with the evidence that Quality-of-Service (QoS) routing can enhance the network performance by increasing the network utilization,
compared to routing that is not sensitive to QoS requirements of traffic. So in this paper, the focus is on evaluation and comparison of
the network performance in the WSN having QoS routing. The comparison of the three QoS routing protocols MBRR (Majority Based
Re-Routing), REAR (Reliable Energy Aware Routing) and SPEED (Stateless Protocol for End-to-End Delay) on the basis of various
performance metrics such as Bit Error Rate (BER) vs. Signal-to-Noise Ratio (SNR), Average End-to-End Delay vs. BER, Packet
Delivery Ratio vs. BER, Energy Consumed vs. BER, Network Lifetime vs. Energy Consumption, Throughput vs. BER and Throughput
vs. SNR has been done in this research paper. On the basis of observed simulation results, it is concluded that the performance of
MBRR is better than the performance of other two comparing protocols i.e. REAR and SPEED.
Index Terms: Wireless Sensor Networks, Routing Protocols, QoS Routing, and Performance Evaluation etc.
----------------------------------------------------------------------***------------------------------------------------------------------------
1. INTRODUCTION
Wireless Sensor Networks (WSNs) have recently drawn
significant research attention due to its wide range of
applications that may not need human supervision. A Wireless
Sensor Networks (WSN) is a set of hundreds or thousands of
micro sensor nodes that provide the ability to sense and store
the physical and the environmental conditions, often in real
time, such as temperature, pressure,, light and humidity [1].
Each node is connected to one or several sensors. The size of
these sensor nodes is very small. Sensor networks have a wide
variety of applications that depends on the variation of
requirements and characteristics. The sensor networks can be
used in a vast variety of fields like military environment,
disaster management, habitat monitoring, medical and health
care etc. [2]. Power constraints, limited hardware, decreased
reliability, and a typically higher density and number of failure
nodes are few of the problems that have to be considered
while developing the protocols for use in sensor networks [3].
Due to fast emergence of the wireless sensing, a lot of work
has been done on the various categories of routing protocols of
WSN like location-based, data-centric, hierarchal routing
protocols etc to measure the network performance. But recent
studies are provided with the evidence that Quality-of-Service
(QoS) routing can enhance the network performance by
increasing the network utilization, compared to routing that is
not sensitive to QoS requirements of traffic. So the primary
focus here is on evaluating and comparing the network
performance in the WSN having QoS routing.
QoS routing is the process of the selection of the path to be
used by the flow of packets, based on its QoS requirements,
e.g., bandwidth, throughput etc. In QoS based routing, the
protocols provide different priorities to different applications,
users, or data flows, or to guarantee a certain level of
performance to a data flow [4]. There are so many routing
protocols in the QoS-based routing protocols like SAR
(Sequential Assignment Routing) [4], SPEED (Stateless
Protocol for End-to-End Delay) [7], MMSPEED (Multipath
Multi SPEED) [4], Energy-aware routing protocol [4], TBRR
(A Tree-Based Reliable Routing Protocol) [8], REAR
(Reliable Energy Aware Routing) [6], MBRR (Majority Based
Re-Routing) [5], PISA(Priority-based path Selection
Algorithm) [5] [8], PISA-III [5] [8], SBRR (Score Based
Reliable Routing) [5] [8] etc. The main QoS-based routing
protocols that are under consideration in this paper are MBRR,
REAR and SPEED as discussed in the following section.
2. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
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Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 273
1.1 MBRR (Majority Based Re-Routing)
MBRR classifies the data into differentiated classes using a
decision-making function called Win and then routes the data-
packets towards the sink node in a highly reliable way.
Moreover, MBRR engages a new adaptive approach called
majority based re-routing approach in order to route the data-
packets with instantaneously change in number intimating
occurrence of special events via some more reliable paths [5].
1.2 REAR (Reliable Energy Aware Routing)
REAR is designed and implemented on the Nano-Qplus
platform to overcome the energy constraint issues in the WSN.
To establish routing paths in the network, REAR considers the
residual energy capacity of each sensor node and it also
supports the multi-path routing for reliable data transmission
in WSN. Moreover, the REAR also supports the DATA-ACK
oriented packet transmission, to confirm success of data
transmission from one sensor node to other [6].
1.3 SPEED (Stateless Protocol for End-to-End Delay)
SPEED (Stateless Protocol for End-to-End Delay) is a
protocol of real-time communication for sensor networks. It is
specifically designed to be a stateless, localized algorithm with
minimum control overhead. In SPEED, real-time
communication is achieved by sustaining a desired delivery
speed across the sensor network through a novel combination
of feedback control and non-deterministic geographic
forwarding. SPEED retains a desired delivery speed across
sensor networks by both diverting traffic at the networking
layer and locally regulating packets sent to the MAC layer [7].
2. RELATED WORK
Various authors have proposed and discussed number of QoS
routing protocols and analyzed their performance in WSN.
S. M. Mazinani et al. [8] proposed a new QoS based routing
protocol called tree-based routing protocol (TBRR) that
provides a high reliability in routing packets towards the
destination node. The author has also compared the
performance of the TBRR with three other QoS based
protocols called PISA-III, SBRR and REAR using MATLAB
and C++ simulation frameworks. The simulation results show
that the TBRR minimizes the energy consumption, shows the
minimum amount of reduction in packet delivery ratio and
yields less average packet latency as the percentage of nodes
with high channel error rate increases as compared to all the
other three protocols.
A. Naderi et al. [5] focused on building a routing protocol
called MBRR which classifies the data into differentiated
classes using a decision-making function called Win and then
routes the data-packets towards the sink node in a highly
reliable way. Moreover, MBRR engages a new adaptive
approach called majority based re-routing approach in order to
route the data-packets with instantaneously change in number
intimating occurrence of special events via some more reliable
paths. The paper demonstrated that MBRR protocol exhibits a
better performance in regards of total energy consumption,
Packet Delivery Ratio and Packet Delivery Ratio as
percentage of nodes with high channel error-rate increases and
when operating in a noisy wireless environment along with
node failure, as compared to PISA-III, REAR, LEQR and
SBRR protocols.
R. Sumathi et al. [9], presented the state of the research by
summing up the work on QoS routing protocols. The
performance of QoS based protocols like SAR, MMSPEED,
MCBR, MCMP, and EQSR is also analyzed for various
parameters using NS2 in this paper. The simulation result
shows that EQSR achieves good reliability, saves more energy
and shows lesser control packet overhead than other
algorithms and increases the network lifetime due to energy
efficiency. Furthermore, EQSR distributes the traffic load over
spatially distributed nodes.
M. A. Koulali et al. [10], suggested a hybrid QoS based
routing protocol for wireless sensor networks based on a
customized Distributed Genetic Algorithm (DGA) that
accounts for delay and energy constraints. The suggested
protocol QDGRP (i.e. QoS Distributed Genetic Routing
Protocol) supports QoS constraints on end-to-end delay and
sensor's residual energy. The realized simulations show that
QDGRP shows better results than AODV in terms of delay,
throughput, and packet delivery ratio.
J. Sen et al. [11], presented a query-based routing protocol for
a WSN that provides different levels of Quality of Service
(QoS) such as energy-efficiency, reliability, and fault-
tolerance-under different application scenarios. The algorithm
is implemented in network simulator ns-2 and its performance
has been evaluated. As the results of the proposed algorithm
are compared with some of the currently existing routing
algorithms, it comes to know that the proposed algorithm is
more efficient in terms of average dissipated energy in sensor
nodes and average latency in message communication.
S. Chimkode et. al. [12], proposed a Reliable and Robust QoS
Routing Protocol (RRQRP) for WSNs based on a Combined
Weight (CW) Value which is assigned to each link and based
on the QoS metrics like link quality, available bandwidth, and
residual energy. In order to avoid link failures, the value of the
CW of each node is measured with the help of monitoring
agent (MA) placed at intermediate node. This calculated CW
is then compared with the MCW (Minimum Combined
Weight). If CW value is lesser than MCW, then a warning
message is sent to the source to select an alternate path. In
order to avoid congestion losses, the author has also presented
an adaptive rate control mechanism. And the performance of
the proposed protocol RRQRP is compared with the
performance of the QoS Based Routing protocol (QBRP),
3. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
__________________________________________________________________________________________
Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 274
using the simulator NS2. The simulation results show that
proposed protocol RRQRP achieves high throughput with
reduced energy consumption and delay, and thus it shows
more reliability and robustness when compared to existing
protocols.
3. QoS METRICS
MATLAB supports different parameters for the measurement
performance evaluation of the WSN under different routing
protocols. The metrics used are Bit Error Rate (BER) vs.
Signal-to-Noise Ratio (SNR), Average end-to-end delay vs.
BER, Packet Delivery Ratio vs. BER, Energy Consumed vs.
BER, Network Lifetime vs. Energy Consumption, Throughput
vs. BER, and Throughput vs. SNR. The table of the metrics
with their details, used to evaluate the performance of the
routing protocols is given below in Table 1:
Table -1: Description of the QoS Metrics
Sr.
No
QoS Metrics Description
1
Bit Error Rate
(BER)
(measured in
%age)
BER is number of bit errors
divided by total number of
transferred bits in a specified time
interval [15].
2
Average End-to-
End Delay
(expressed in
seconds)
It is the time taken by a data
packet to be transmitted across a
network from source to
destination [13].
3
Packet Delivery
Ratio
(expressed in
number of
packets)
It is the ratio of total number of
delivered packets successfully
received by the sink node to the
number of packets sent by all
sensor nodes in the network [13].
4
Energy
Consumed
(measured in
KJ)
It is a measure of rate at which
energy is dissipated by sensor
nodes in a WSN within a specific
time period [13].
5
Network
Lifetime
(measured in
minutes)
The lifetime of a WSN can be
defined as the time elapsed until
the first node dies, the last node
dies, or a fraction of nodes dies
[14]
6
Average
Network
Throughput
(measured in
bps i.e. bits per
seconds)
It is the average number of data
packets successfully received by
the sink node per unit time [13].
7
Signal-to-Noise
Ratio (SNR)
(expressed in db
i.e. decibels)
It is described as the ratio of
signal strength to the noise
strength. A ratio higher than 1:1
(greater than 0 dB) denotes more
signal than noise [16].
4. SIMULATION RESULTS & DISCUSSIONS
The simulation is carried out using MATLAB simulation tool.
Two scenarios are being used to simulate the routing
protocols. First scenario contains 10 wireless sensor nodes and
in the second scenario 20 wireless sensor nodes are taken. The
same network environment factors are configured for both the
scenarios. The performance evaluation is done by simulating
both the scenarios one by one in the MATLAB simulator and
results in the form of graphs are obtained. The simulation area
is 50m * 50m and the general distance between the sensor
nodes is 30 m. The simulation results of various routing
protocols are discussed below.
The protocol MBRR introduces the lowest BER in the
network as the SNR increases in both the scenarios (Figure 1
& Figure 2) comparing to REAR and SPEED protocols.
Fig -1: BER vs SNR for Scenario 1
Fig -2: BER vs SNR for Scenario 2
4. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
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Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 275
The MBRR protocol shows the lowest and REAR introduces
the maximum Average End-to-End Delay as the BER
increases in the both the scenarios (Figure 3 & Figure 4).
Fig -3: Average End to End Delay vs BER for Scenario 1
Fig -4: Average End to End Delay vs BER for Scenario 2
As shown in the Figure 5 and Figure 6, the MBRR protocol
shows the best performance in terms of the Packet Delivery
Ratio as compared to the other two protocols. MBRR shows
the highest and REAR shows the lowest Packet Delivery Ratio
as BER increases in both the scenarios.
Fig -5: Packet Delivery Ratio vs BER for Scenario 1
Fig -6: Packet Delivery Ratio vs BER for Scenario 2
As shown in the Figure 7 & Figure 8, the MBRR protocol
shows the best and the SPEED protocol shows the worst
performance in terms of the Energy Consumption as the BER
increases in both the scenarios.
Fig -7: Energy Consumed vs BER for Scenario 1
Fig -8: Energy Consumed vs BER for Scenario 2
5. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
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Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 276
The Network Lifetime of WSN is evaluated in Figure 9 &
Figure 10 for each of the three comparing protocols as the
Energy Consumption by the sensor nodes in the WSN
increases. Here again the MBRR protocol in both the
scenarios outperforms the other two protocols with the
maximum Network Lifetime.
Fig -9: N/w Lifetime vs Energy Consumption for Scenario 1
Fig -10: N/w Lifetime vs Energy Consumption for Scenario 2
As shown in the Figure 11 & Figure 12, MBRR protocol
shows the best results in terms of the throughput as the BER
increases in both the scenarios. SPEED and REAR protocols
show the moderate and worst results for throughput.
Fig -11: Throughput vs BER for Scenario 1
Fig -12: Throughput vs BER for Scenario 2
This time the performance of the each of the three protocols is
evaluated on the basis of the throughput as the SNR increases
as shown in the Figure 13 & Figure 14. MBRR protocol shows
the best results in terms of the throughput as the SNR
increases in both the scenarios.
Fig -13: Throughput vs SNR for Scenario 1
Fig -14: Throughput vs SNR form Scenario 2
6. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
__________________________________________________________________________________________
Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 277
The brief discussions of the results are represented in the form
of the tables, shown below. The Table 2 includes the
discussions for the results of the simulation scenario 1 and the
Table 3 includes the discussions for the results of the
simulation scenario 2.
Table -2: Simulation Scenario 1
Metrics MBRR REAR SPEED
BER (At 0 db
SNR)
0.01046
%
0.1134 % 0.05805
%
Delay (At 0%
BER)
0.5824
seconds
0.6165
seconds
0.5866
seconds
Delivery Ratio
(At 50% BER)
5 packets 3 packets 4 packets
Metrics MBRR REAR SPEED
Energy
Consumed (At
20% BER)
12.88 KJ 20.89 KJ 25.11 KJ
Network
Lifetime (At 20
KJ Energy
Consumption)
61600
minutes
37510
minutes
53000
minutes
Throughput (At
1% BER)
1104*10
^3 bps
104*10^
3 bps
156*10^
3 bps
Throughput (At
8 db SNR)
25*10^4
bps
2*10^4
bps
2*10^3
bps
Table -3: Simulation Scenario 2
Metrics MBRR REAR SPEED
BER (At 0 db
SNR)
0.02487
%
0.1468 % 0.1132 %
Delay (At 0%
BER)
0.618
seconds
0.6522
seconds
0.622
seconds
Delivery Ratio
(At 50% BER)
4 packets 2 packets 3 packets
Energy
Consumed (At
20% BER)
15.13 KJ 22.38 KJ 29.51 KJ
Metrics MBRR REAR SPEED
Network
Lifetime (At 20
KJ Energy
Consumption)
59000
minutes
22880
minutes
37510
minutes
Throughput (At
2% BER)
1079*10
^3 bps
789*10^
2 bps
1183*10
^2 bps
Throughput (At
8 db SNR)
2*10^4
bps
2*10^3
bps
666.7
bps
Table 4 shows the discussions for the results of comparing the
relative performance of both the scenarios.
Table -4: Simulation Results in both Scenarios
MBRR REAR SPEED
Scena
rio 1
Very High
Throughput,
Minimum
Energy
Consumption
& Very High
Packet
Delivery Ratio
Average
Throughput,
Average
Energy
Consumption
& Low
Packet
Delivery
Ratio
Average
Throughput,
Very High
Energy
Consumption
& Average
Packet
Delivery Ratio
Scena
rio 2
High
Throughput,
Average
Energy
Consumption
& High Packet
Delivery Ratio
Low
Throughput,
High Energy
Consumption
& Very Low
Packet
Delivery
Ratio
Low
Throughput,
Maximum
Energy
Consumption
& Low Packet
Delivery Ratio
CONCLUSIONS
This paper concludes the results in two scenarios where
number of nodes varies in these scenarios to observe the
variation in the performance of three routing protocols MBRR,
REAR, and SPEED of Quality of Service (QoS), deployed
over Wireless Sensor Network to analyze their behavior with
respect to QoS metrics defined in the section 3. The study of
these Wireless Sensor routing protocols shows that the MBRR
protocol is the best protocol as per the simulation results of
this paper because it shows almost the best performance for all
the metrics. MBRR shows the lowest BER as the SNR
increases, the lowest Average End-to-End Delay as the BER
increases, the highest Packet Delivery Ratio as the BER
increases, the lowest Energy Consumption as the BER
increases, the highest Network Lifetime as the Energy
Consumption increases, the highest Throughput as the BER
increases and again the highest Throughput as the SNR
increases among the other two comparing routing protocols, in
both the scenarios. And the REAR gives the worst
performance for almost all the metrics against which the
comparison has done, except against the Energy Consumption
as the BER increases and the throughput as the SNR increases.
And the SPEED protocol gives the moderate results for almost
all the metrics, but shows the worst results against the Energy
Consumption as the BER increases and the Throughput as the
SNR increases. While comparing the results of both the
scenarios, it is concluded that the scenario 1 shows the better
performance than the scenario 2. So, it is clear that all the
routing protocols show the better performance in the network
having less number of sensor nodes as compared to the
network having more number of sensor nodes. But, the MBRR
protocol also outperforms against each QoS metrics on
comparing the results of the both the scenarios among the
other two protocols.
7. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
__________________________________________________________________________________________
Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 278
Thus the conclusion of this study is that the MBRR protocol is
the best protocol as compared to the other two protocols i.e.
REAR and SPEED, as per the simulation results of both the
scenarios in this paper, but it is not necessary that MBRR
perform always better in all the networks. Performance may
vary due to the variation in the network type. At the end we
came to the conclusion from the simulation and analytical
study of Wireless Sensor Network (WSN) that the
performance of the routing protocols changes with network,
and the selection of the accurate routing protocol according to
the network.
FUTURE SCOPE
Future scope of this paper is that one can compare the same
Wireless Sensor Network routing protocols deployed with
some Genetic Algorithms to optimize the performance of
these routing protocols against the same metrics or parameters
[17]. Also there is scope to introduce Neural Networks
technology into the sensor nodes deployed under the same
routing protocols of the WSN so that the nodes in the network
may be able to use the self-organized maps, to reduce the end-
to-end delay especially [18].
REFRENCES
[1] Dr. Praveen Chaturvedi, “Introduction to Wireless Sensor
Networks,” International Journal of Advanced Research in
Computer Science and Software Engineering, vol. 2, iss.10,
Oct. 2012
[2] Neha Singh, Prof.Rajeshwar Lal Dua, and Vinita Mathur,
“Wireless Sensor Networks: Architecture, Protocols,
Simulator Tool,” International Journal of Advanced Research
in Computer Science and Software Engineering, vol.2, iss.5,
May 2012.
[3] Harsh Sundani, Haoyue Li, Vijay K. Devabhaktuni,
Mansoor Alam, and Prabir Bhattacharya, “Wireless Sensor
Network Simulators a Survey and Comparisons,” International
Journal of Computer Networks (IJCN), vol.2, iss.5, pp. 249-
265, Feb. 2011.
[4] Shio Kumar Singh, M P Singh, and D K Singh, “Routing
Protocols in Wireless Sensor Networks –A Survey,”
International Journal of Computer Science & Engineering
Survey (IJCSES), vol.1, no.2, November 2010
[5] Ali Naderi, Sayyed Majid Mazinani, Amin Zadeh Shirazi,
and Mahya Faghihnia, “Adaptive Majority-Based Re-Routing
For Differentiated Reliability In Wireless Sensor Networks,”
IEEE 17th International Conference on Engineering of
Complex Computer Systems, July 2012
[6] Kee-Young Shin, JunKeun Song, JinWon Kim, Misun Yu,
and Pyeong Soo Mah, “REAR: Reliable Energy Aware
Routing Protocol for Wireless Sensor Networks,” in
proceedings of 9th International Conference on Advanced
Communication Technology, vol. 1, pp.525-530, Feb.2007.
[7] Tian He, John A Stankovica, Chenyang Lu, and Tarek
Abdelzaher, “SPEED: A Stateless Protocol for Real-Time
Communication in Sensor Networks,” in proceedings of 23rd
International Conference on Distributed Computing Systems,
pp. 46-55, May 2003.
[8] Sayyed Majid Mazinani et al., “A Tree-Based Reliable
Routing Protocol in Wireless Sensor Networks,” IEEE
International Symposium on Computer, Consumer and
Control (IS3C), pp. 491-494, June 2012.
[9] R.Sumathi, and M.G.Srinivas, “A Survey of QoS Based
Routing Protocols for Wireless Sensor Networks,” Journal of
Information Processing Systems, vol.8, no.4, Dec. 2012.
[10] Koulali, M. et al., “QDGRP: A Hybrid QoS Distributed
Genetic Routing Protocol for Wireless Sensor Networks,”
IEEE International Conference on Multimedia Computing and
Systems (ICMCS), pp. 47–52, May 2012.
[11] Jaydip Sen, and Arijit Ukil, “An Adaptable and QoS-
Aware Routing Protocol for Wireless Sensor Networks,” IEEE
International Conference on Wireless Communication,
Vehicular Technology, Information Theory and Aerospace &
Electronics Systems Technology (Wireless VITAE), pp.767-
771, 2009.
[12] Suresh Chimkode, Ramesh S. Jadhav, and Basavraj S.
Mathapati, “A Reliable and Robust QoS Routing Protocol for
Mobile Wireless Sensor Networks,” International Journal of
Computer Applications (0975 – 888), vol. 47, no.14, June
2012
[13] S.C. Chabalala, T.N. Muddenahalli, and F. Takawira,
“Energy-Efficient Dynamic Source Routing Protocol for
Wireless Sensor Networks,” IJCSNS International Journal of
Computer Science and Network Security, vol.12, no.10, pp.
98-109, October 2012.
[14] Abdul Sattar Malik, and Suhail A. Qureshi, “Analyzing
the Factors Affecting Network Lifetime for Cluster-based
Wireless Sensor Networks,” Pak. J. Engg & Appl. Sci., vol. 6,
pp. 9-16, Jan. 2010
[15] (Aug.07, 2013) Bit Error Rate [Online]. Available:
Website https://en.wikipedia.org/wiki/Bit_error_rate
[16] (Aug.07, 2013) Signal-to-noise Ratio [Online]. Available:
Website http://en.wikipedia.org/wiki/Signal-to-noise_ratio
[17] Jin Fan, and D.J. Parish, “Using a Genetic Algorithm to
Optimize the Performance of a Wireless Sensor Network,” in
PG Net, Liverpool, pp.3-8, 2007.
[18] Luis Javier Garcia Villalba, Ana Lucila Sandoval Orozco,
Alicia Trivino Cabrera, and Claudia Jacy Barenco Abbas,
“Routing Protocols in Wireless Sensor Networks,” Sensors
(ISSN 1424-8220), vol.9, pp. 8399-8421, Oct. 2009.