1. The document proposes a hybrid routing protocol that combines DSDV and IAODV to reduce packet loss due to congestion in MANETs.
2. Under the proposed scheme, DSDV is used initially for path selection. If congestion occurs, nodes switch to using IAODV to find an alternate path to avoid congested areas.
3. Simulation results show that the hybrid protocol improves end-to-end delay, packet delivery fraction, and throughput compared to using only DSDV or IAODV. The hybrid approach balances the advantages of proactive and reactive routing to better handle congestion in mobile ad hoc networks.
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.
ROUTING IN OPTICAL MESH NETWORKS-A QOS PERSPECTIVEijasuc
Wireless Ad-Hoc Mesh Networks are characterized by static nodes connected in a mesh topology. A routing
protocol discovers and maintains the route for successful transmission of data in a network. The routing
protocol should also provide load balancing and fault tolerance for improved network performance. In
Free Space Optical networks (FSO) line of sight (LOS) should be maintained between the two
communicating nodes. In a multihop scenario maintaining LOS during routing is a challenge. In this paper
we propose a routing protocol Quality of Service-Directional Routing Protocol (QDRP) - which assures a
certain level of performance to a data flow in terms of delay and implemented on FSO MANET. Through
simulations it is observed that QDRP chooses the path with the least delay and performs satisfactorily
under varying node densities and transmission rates achieving end to end delay of .14 s and packet delivery
percentage of 96% when simulated for an area of 1300 m *1300 m for 100 nodes. This work explores the
potential of the proposed routing protocol for free space optical mesh networks. QDRP is compared with
ORRP (Orthogonal Rendezvous Routing Protocol) and AODV (Ad-Hoc on Demand Distance Vector), a
reactive protocol which is also implemented in free space optical environment. We support our conclusions
that QDRP gains in terms of packet delivery percentage, end to end delay and goodput.
Efficient Utilization of Bandwidth in Location Aided RoutingIOSR Journals
Abstract : Earlier work on routing MANETs developed several routing protocols, which finds available route from source to destination without taking into the consideration of Band width availability for data transfer, and they frequently fails to discover stable routes between source and destination. As a result of that there is a large numbers of discarding of data packets as well as overloading of packets as the consequences of that large wastage of band width. EUBLAR (Efficient Utilization of band width in Location Aided Routing) protocol is introduced in this proposed work, which is capable of calculating the available band width of all the intermediate nodes between source and destination. In this proposed protocol find the minimum available band width of all the intermediate nodes between source and destination and then according to that band width sends the data packets over that path. The EUBLAR can effectively utilized the wastage of band width and every single band width can be used for data transfer can be used over entirely configured network. In this way we can increase the quality of service of the Ad- hoc network in terms of bandwidth. Keywords: Ad Hoc Networks, Global Positioning System, Maximum & Minimum slopes, Minimum available Bandwidth, Time to Live
Design and analysis of routing protocol for cognitive radio ad hoc networks i...IJECEIAES
Multi-hop routing protocol in cognitive radio mobile ad hoc networks (CRMANETs) is a critical issue. Furthermore, the routing metric used in multi-hop CRMANETs should reflect the bands availability, the links quality, the PU activities and quality of service (QoS) requirements of SUs. For the best of our knowledge, many of researchers investigated the performance of the different routing protocols in a homogeneous environment only. In this paper, we propose a heterogeneous cognitive radio routing protocol (HCR) operates in heterogeneous environment (i.e. the route from source to destination utilize the licensed and unlicensed spectrum bands). The proposed routing protocol is carefully developed to make a tradeoff between the channel diversity of the routing path along with the CRMANETs throughput. Using simulations, we discuss the performance of the proposed HCR routing protocol and compare it with the AODV routing protocol using a discrete-event simulation which we developed using JAVA platform.
Dynamic bandwidth allocation scheme in lr pon with performance modelling and ...IJCNCJournal
We consider models of telecommunication systems that incorporate probability, dense real-time and data.
We present a new formal abstraction method for computing minimum and maximum reachability
probabilities for such models. Our approach uses strictly local formal abstract steps to reduce both the size
of abstract specifications generated and the complexity of operations needed, in comparison to previous
approaches of this kind. A selection of large case studies are implemented the techniques and evaluate,
which include some infinite-state probabilistic real time models, demonstrating improvements over existing
tools in several cases. The capacity of metro and access networks are extended the reach and split ratio of
the conventional Long - Reach Passive Optical Networks (LR-PONs). The efficient solutions of LR-PONs
are appeared in feeder distances around 100km and high split ratios up to 1000-way . Among many
existing approaches, one of the most effective options to improve network performance in LR-PONs are the
multi-thread based dynamic bandwidth allocation (DBA) scheme where several bandwidth allocation
processes are performed in parallel is considered. Without proper intercommunication between the
overlapped threads, multi-thread DBA may lose efficiency and even perform worse than the conventional
single thread algorithm. Real Time Probabilistic Systems are used to evaluate a typical PON systems
performance. This approach is more convenient, flexible, and lower cost than the former simulation method,
which do not need develop special hardware and software tools. Moreover, how changes in performance
depend on changes in the particular modes can be easily analysis by supplying ranges for parameter values.
The proposed algorithm with traditional DBA is compared, and shows its advantage on average packet
delay. The key parameters of the algorithm are analysed and optimized, such as initiating and tuning
multiple threads, inter -thread scheduling, and fairness among users. The algorithms advantage in
numerical results are decreased the average packet delay and improve network throughput under varying
offered loads.
Modeling and Simulation of Wavelength-Routed optical Networksijceronline
All-optical Wavelength Division Multiplexing (WDM) networks providing extremely large bandwidths are among the most promising solutions to the increasing need for high-speed data transport. A lightpath has a specific route and one or more wavelengths through which the information is routed from the source to the destination node. In wavelength-routed optical networks, data are transmitted solely in the optical domain along lightpaths from source to destination without being converted into the electronic form and each lightpath is allowed to use the same wavelength on all the links along its path. This restriction is known as the wavelength continuity constraint. And it leads to an issue called as blocking in networks. Optical wavelength conversion with suitable Routing and wavelength assignment (RWA) can increase the performance and capacity of optical networks by eliminating this restriction and relaxing the wavelength continuity constraint. In this research, we analyze the problem of placing a limited number of wavelength converters in a mesh network using Weighted Maximum Segment Length (WMSL) converter placement algorithm. It employs Least-Loaded Routing and First-Fit (LLR-FF) RWA algorithm. It is tested on varying number of nodes in network and its respective blocking probabilities are calculated. The proposed algorithm provides the minimum blocking probability on optimal wavelength converters placement.
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.
ROUTING IN OPTICAL MESH NETWORKS-A QOS PERSPECTIVEijasuc
Wireless Ad-Hoc Mesh Networks are characterized by static nodes connected in a mesh topology. A routing
protocol discovers and maintains the route for successful transmission of data in a network. The routing
protocol should also provide load balancing and fault tolerance for improved network performance. In
Free Space Optical networks (FSO) line of sight (LOS) should be maintained between the two
communicating nodes. In a multihop scenario maintaining LOS during routing is a challenge. In this paper
we propose a routing protocol Quality of Service-Directional Routing Protocol (QDRP) - which assures a
certain level of performance to a data flow in terms of delay and implemented on FSO MANET. Through
simulations it is observed that QDRP chooses the path with the least delay and performs satisfactorily
under varying node densities and transmission rates achieving end to end delay of .14 s and packet delivery
percentage of 96% when simulated for an area of 1300 m *1300 m for 100 nodes. This work explores the
potential of the proposed routing protocol for free space optical mesh networks. QDRP is compared with
ORRP (Orthogonal Rendezvous Routing Protocol) and AODV (Ad-Hoc on Demand Distance Vector), a
reactive protocol which is also implemented in free space optical environment. We support our conclusions
that QDRP gains in terms of packet delivery percentage, end to end delay and goodput.
Efficient Utilization of Bandwidth in Location Aided RoutingIOSR Journals
Abstract : Earlier work on routing MANETs developed several routing protocols, which finds available route from source to destination without taking into the consideration of Band width availability for data transfer, and they frequently fails to discover stable routes between source and destination. As a result of that there is a large numbers of discarding of data packets as well as overloading of packets as the consequences of that large wastage of band width. EUBLAR (Efficient Utilization of band width in Location Aided Routing) protocol is introduced in this proposed work, which is capable of calculating the available band width of all the intermediate nodes between source and destination. In this proposed protocol find the minimum available band width of all the intermediate nodes between source and destination and then according to that band width sends the data packets over that path. The EUBLAR can effectively utilized the wastage of band width and every single band width can be used for data transfer can be used over entirely configured network. In this way we can increase the quality of service of the Ad- hoc network in terms of bandwidth. Keywords: Ad Hoc Networks, Global Positioning System, Maximum & Minimum slopes, Minimum available Bandwidth, Time to Live
Design and analysis of routing protocol for cognitive radio ad hoc networks i...IJECEIAES
Multi-hop routing protocol in cognitive radio mobile ad hoc networks (CRMANETs) is a critical issue. Furthermore, the routing metric used in multi-hop CRMANETs should reflect the bands availability, the links quality, the PU activities and quality of service (QoS) requirements of SUs. For the best of our knowledge, many of researchers investigated the performance of the different routing protocols in a homogeneous environment only. In this paper, we propose a heterogeneous cognitive radio routing protocol (HCR) operates in heterogeneous environment (i.e. the route from source to destination utilize the licensed and unlicensed spectrum bands). The proposed routing protocol is carefully developed to make a tradeoff between the channel diversity of the routing path along with the CRMANETs throughput. Using simulations, we discuss the performance of the proposed HCR routing protocol and compare it with the AODV routing protocol using a discrete-event simulation which we developed using JAVA platform.
Dynamic bandwidth allocation scheme in lr pon with performance modelling and ...IJCNCJournal
We consider models of telecommunication systems that incorporate probability, dense real-time and data.
We present a new formal abstraction method for computing minimum and maximum reachability
probabilities for such models. Our approach uses strictly local formal abstract steps to reduce both the size
of abstract specifications generated and the complexity of operations needed, in comparison to previous
approaches of this kind. A selection of large case studies are implemented the techniques and evaluate,
which include some infinite-state probabilistic real time models, demonstrating improvements over existing
tools in several cases. The capacity of metro and access networks are extended the reach and split ratio of
the conventional Long - Reach Passive Optical Networks (LR-PONs). The efficient solutions of LR-PONs
are appeared in feeder distances around 100km and high split ratios up to 1000-way . Among many
existing approaches, one of the most effective options to improve network performance in LR-PONs are the
multi-thread based dynamic bandwidth allocation (DBA) scheme where several bandwidth allocation
processes are performed in parallel is considered. Without proper intercommunication between the
overlapped threads, multi-thread DBA may lose efficiency and even perform worse than the conventional
single thread algorithm. Real Time Probabilistic Systems are used to evaluate a typical PON systems
performance. This approach is more convenient, flexible, and lower cost than the former simulation method,
which do not need develop special hardware and software tools. Moreover, how changes in performance
depend on changes in the particular modes can be easily analysis by supplying ranges for parameter values.
The proposed algorithm with traditional DBA is compared, and shows its advantage on average packet
delay. The key parameters of the algorithm are analysed and optimized, such as initiating and tuning
multiple threads, inter -thread scheduling, and fairness among users. The algorithms advantage in
numerical results are decreased the average packet delay and improve network throughput under varying
offered loads.
Modeling and Simulation of Wavelength-Routed optical Networksijceronline
All-optical Wavelength Division Multiplexing (WDM) networks providing extremely large bandwidths are among the most promising solutions to the increasing need for high-speed data transport. A lightpath has a specific route and one or more wavelengths through which the information is routed from the source to the destination node. In wavelength-routed optical networks, data are transmitted solely in the optical domain along lightpaths from source to destination without being converted into the electronic form and each lightpath is allowed to use the same wavelength on all the links along its path. This restriction is known as the wavelength continuity constraint. And it leads to an issue called as blocking in networks. Optical wavelength conversion with suitable Routing and wavelength assignment (RWA) can increase the performance and capacity of optical networks by eliminating this restriction and relaxing the wavelength continuity constraint. In this research, we analyze the problem of placing a limited number of wavelength converters in a mesh network using Weighted Maximum Segment Length (WMSL) converter placement algorithm. It employs Least-Loaded Routing and First-Fit (LLR-FF) RWA algorithm. It is tested on varying number of nodes in network and its respective blocking probabilities are calculated. The proposed algorithm provides the minimum blocking probability on optimal wavelength converters placement.
A MANET is an autonomous collection of mobile users that communicate over relatively bandwidth constrained wireless links. When designing mobile ad hoc networks, several interesting and difficult problems arise because of the shared nature of the wireless medium, limited transmission power (range) of wireless devices, node mobility, and battery limitations. This paper aims at providing a new schema to improve Dynamic Source Routing (DSR) Protocol. The aim
behind the proposed enhancement is to find the best route in acceptable time limit without having broadcast storm. Moreover, O-DSR enables network not only to overcome congestion but also maximize the lifetime of mobile nodes. Some simulations results show that the Route Request (RREQ) and the Control Packet Overhead decrease by 15% when O-DSR is used, consequently. Also the global energy consumption in O-DSR is lower until to 60 % , which leads to a long lifetime of the network.
Optimized Link State Routing (OLSR) protocol is a proactive type of routing protocol that uses Multipoint
Relay (MPR) set as the virtual backbone structure. The existing literature has identified various issues with
respect to its backbone structure and has accordingly proposed improvements. In this paper, the focus is on
improving the OLSR protocol by employing a Connected Dominating Set (CDS) based virtual backbone
structure that is dynamically adaptable to rapid topology changes. A new Dynamically Adaptable Improved
Optimized Link State Routing (DA-IOLSR) protocol is proposed that uses the local topology information to
adapt the virtual backbone to topology changes. This assumes significance especially in networks that
experience very high mobility. Changes in the network topology caused by node additions, node deletions
and node mobility are taken care of. Simulations are carried out to assess the performance of DA-IOLSR
protocol and OLSR protocol. Packet delivery achieved by both the protocols is examined under varying
mobility by using various combinations of node speed and pause time values. It is found that DA-IOLSR
protocol provides better packet delivery as compared to OLSR protocol, under varying mobility conditions.
Joint Routing and Congestion Control in Multipath Channel based on Signal to ...IJECEIAES
Routing protocol and congestion control in Transmission Control Protocol (TCP) have important roles in wireless mobile network performance. In wireless communication, the stability of the path and successful data transmission will be influenced by the channel condition. This channel condition constraints come from path loss and the multipath channel fading. With these constraints, the algorithm in the routing protocol and congestion control is confronted with the uncertainty of connection quality and probability of successful packet transmission, respectively. It is important to investigate the reliability and robustness of routing protocol and congestion control algorithms in dealing with such situation. In this paper, we develop a detailed approach and analytical throughput performance with a cross layer scheme (CLS) between routing and congestion control mechanism based on signal to noise ratio (SNR) in Rician and Rayleigh as multipath fading channel. We proposed joint routing and congestion control TCP with a cross layer scheme model based on SNR (RTCP-SNR). We compare the performance of RTCP-SNR with conventional routing-TCP and routing-TCP that used CLS with routing aware (RTCP-RA) model. The analyses and the simulation results showed that RTCP-SNR in a multipath channel outperforms conventional routing-TCP and RTCP-RA.
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.
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.
Analysis of FSR, LANMAR and DYMO under MANETidescitation
A movable ad hoc system (MANET) is a self-configuring communications set of
connections of mobile procedure associated by wireless. Each mechanism in a MANET is
free to move independently in some way, and will therefore modify its relations to other
devices frequently [2]. The primary purpose of any ad-hoc network routing protocol is to
meet the challenges of the dynamically changing topology and establish an efficient route
connecting every two nodes. In this paper three protocols FSR, LANMAR and DYMO are
compared by using random waypoint mobility in few nodes with varying packet sizes in
CBR traffic. The parameters or metrics are used to assess the performance of protocols with
and without Black Hole attack, that are data Packet Delivery ratio and Average Jitter with
varying data traffic CBR (Constant Bit Ratio) using Qual Net 5.0.2 simulator.
International Journal of Computational Engineering Research(IJCER)ijceronline
International Journal of Computational Engineering Research(IJCER) is an intentional online Journal in English monthly publishing journal. This Journal publish original research work that contributes significantly to further the scientific knowledge in engineering and Technology.
Network Lifetime Analysis of Routing Protocols of Short Network in QualnetIOSR Journals
A Mobile Ad-Hoc Network (MANET) is a collection of wireless mobile nodes that communicates with
each other without using any existing infrastructure, access point or centralized administration. Mobile ad-hoc
network have the attributes such as wireless connection, continuously changing topology, distributed operation
and ease of deployment. In this paper we have compared the energy consumption of reactive, proactive &
hybrid routing protocol AODV,DSR,RIP & ZRP by using different mobility model. We have analyzed the
Network lifetime of protocols by varying pay load, mobility, pause time and type of traffic (CBR). A detailed
simulation has been carried out in qualnet. The metrics used for performance analysis are energy consumed &
battery consumption. It has been observed that RIP has better network lifetime than other
INVESTIGATING MULTILAYER OMEGA-TYPE NETWORKS OPERATING WITH THE CUT-THROUGH T...IJCNCJournal
The continuous increase in the complexity of data networks has motivated the development of more effective Multistage Interconnection Networks (MINs) as important factors in providing higher data transfer rates in various switching divisions. In this paper, semi-layer omega-class networks operating with a cut-through forwarding technique are chosen as test-bed subjects for detailed evaluation, and this network architecture is modelled, inspected, and simulated. The results are examined for relevant singlelayer omega networks operating with cut-through or ‘store and forward’ forwarding techniques. Two series of experiments are carried out: one concerns the case of uniform traffic, while the other is related to hotspot traffic. The results quantify the way in which this network outperforms the corresponding singlelayer network architectures for the same network size and buffer size. Furthermore, the effects of the dimensions of the switch elements and their corresponding reliability on the overall interconnection system are investigated, and the complexity and the relevant cost are examined. The data yielded by this investigation can be valuable to MIN engineers and can allow them to achieve more productive networks with lower overall implementation costs.
MANET Routing Protocols , a case studyRehan Hattab
L. Yi, Y. Zhai, Y. Wang, J. Yuan and I. You , Impacts of Internal Network Contexts on Performance of MANET Routing Protocols: a Case Study, Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing,2012.
Bangla Optical Digits Recognition using Edge Detection MethodIOSR Journals
Abstract:This paper is based on Bangla Optical Digit Recognition (ODR) by the Edge detection technique. In this method, Bangla digit image converted into gray-scale which distributed by an M by N array form. Here input data are considered off-line printed digit’s image which collected from computer generated image, scanned documents or printed text. After addressing the gray-scale image against a variable in the form of an M by N array, where the value of array pointers are shown 255 for total white space, 0 (zero) for total dark space and value between 255 and 0 for mix of white and dark space of the image. At the next process, four edgestouch points as well as each touch point’s ratio use as parameters to determine each Bangla digit uniquely. Keywords-Edge, image,gray-scale, Matrix,ODR.
A MANET is an autonomous collection of mobile users that communicate over relatively bandwidth constrained wireless links. When designing mobile ad hoc networks, several interesting and difficult problems arise because of the shared nature of the wireless medium, limited transmission power (range) of wireless devices, node mobility, and battery limitations. This paper aims at providing a new schema to improve Dynamic Source Routing (DSR) Protocol. The aim
behind the proposed enhancement is to find the best route in acceptable time limit without having broadcast storm. Moreover, O-DSR enables network not only to overcome congestion but also maximize the lifetime of mobile nodes. Some simulations results show that the Route Request (RREQ) and the Control Packet Overhead decrease by 15% when O-DSR is used, consequently. Also the global energy consumption in O-DSR is lower until to 60 % , which leads to a long lifetime of the network.
Optimized Link State Routing (OLSR) protocol is a proactive type of routing protocol that uses Multipoint
Relay (MPR) set as the virtual backbone structure. The existing literature has identified various issues with
respect to its backbone structure and has accordingly proposed improvements. In this paper, the focus is on
improving the OLSR protocol by employing a Connected Dominating Set (CDS) based virtual backbone
structure that is dynamically adaptable to rapid topology changes. A new Dynamically Adaptable Improved
Optimized Link State Routing (DA-IOLSR) protocol is proposed that uses the local topology information to
adapt the virtual backbone to topology changes. This assumes significance especially in networks that
experience very high mobility. Changes in the network topology caused by node additions, node deletions
and node mobility are taken care of. Simulations are carried out to assess the performance of DA-IOLSR
protocol and OLSR protocol. Packet delivery achieved by both the protocols is examined under varying
mobility by using various combinations of node speed and pause time values. It is found that DA-IOLSR
protocol provides better packet delivery as compared to OLSR protocol, under varying mobility conditions.
Joint Routing and Congestion Control in Multipath Channel based on Signal to ...IJECEIAES
Routing protocol and congestion control in Transmission Control Protocol (TCP) have important roles in wireless mobile network performance. In wireless communication, the stability of the path and successful data transmission will be influenced by the channel condition. This channel condition constraints come from path loss and the multipath channel fading. With these constraints, the algorithm in the routing protocol and congestion control is confronted with the uncertainty of connection quality and probability of successful packet transmission, respectively. It is important to investigate the reliability and robustness of routing protocol and congestion control algorithms in dealing with such situation. In this paper, we develop a detailed approach and analytical throughput performance with a cross layer scheme (CLS) between routing and congestion control mechanism based on signal to noise ratio (SNR) in Rician and Rayleigh as multipath fading channel. We proposed joint routing and congestion control TCP with a cross layer scheme model based on SNR (RTCP-SNR). We compare the performance of RTCP-SNR with conventional routing-TCP and routing-TCP that used CLS with routing aware (RTCP-RA) model. The analyses and the simulation results showed that RTCP-SNR in a multipath channel outperforms conventional routing-TCP and RTCP-RA.
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.
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.
Analysis of FSR, LANMAR and DYMO under MANETidescitation
A movable ad hoc system (MANET) is a self-configuring communications set of
connections of mobile procedure associated by wireless. Each mechanism in a MANET is
free to move independently in some way, and will therefore modify its relations to other
devices frequently [2]. The primary purpose of any ad-hoc network routing protocol is to
meet the challenges of the dynamically changing topology and establish an efficient route
connecting every two nodes. In this paper three protocols FSR, LANMAR and DYMO are
compared by using random waypoint mobility in few nodes with varying packet sizes in
CBR traffic. The parameters or metrics are used to assess the performance of protocols with
and without Black Hole attack, that are data Packet Delivery ratio and Average Jitter with
varying data traffic CBR (Constant Bit Ratio) using Qual Net 5.0.2 simulator.
International Journal of Computational Engineering Research(IJCER)ijceronline
International Journal of Computational Engineering Research(IJCER) is an intentional online Journal in English monthly publishing journal. This Journal publish original research work that contributes significantly to further the scientific knowledge in engineering and Technology.
Network Lifetime Analysis of Routing Protocols of Short Network in QualnetIOSR Journals
A Mobile Ad-Hoc Network (MANET) is a collection of wireless mobile nodes that communicates with
each other without using any existing infrastructure, access point or centralized administration. Mobile ad-hoc
network have the attributes such as wireless connection, continuously changing topology, distributed operation
and ease of deployment. In this paper we have compared the energy consumption of reactive, proactive &
hybrid routing protocol AODV,DSR,RIP & ZRP by using different mobility model. We have analyzed the
Network lifetime of protocols by varying pay load, mobility, pause time and type of traffic (CBR). A detailed
simulation has been carried out in qualnet. The metrics used for performance analysis are energy consumed &
battery consumption. It has been observed that RIP has better network lifetime than other
INVESTIGATING MULTILAYER OMEGA-TYPE NETWORKS OPERATING WITH THE CUT-THROUGH T...IJCNCJournal
The continuous increase in the complexity of data networks has motivated the development of more effective Multistage Interconnection Networks (MINs) as important factors in providing higher data transfer rates in various switching divisions. In this paper, semi-layer omega-class networks operating with a cut-through forwarding technique are chosen as test-bed subjects for detailed evaluation, and this network architecture is modelled, inspected, and simulated. The results are examined for relevant singlelayer omega networks operating with cut-through or ‘store and forward’ forwarding techniques. Two series of experiments are carried out: one concerns the case of uniform traffic, while the other is related to hotspot traffic. The results quantify the way in which this network outperforms the corresponding singlelayer network architectures for the same network size and buffer size. Furthermore, the effects of the dimensions of the switch elements and their corresponding reliability on the overall interconnection system are investigated, and the complexity and the relevant cost are examined. The data yielded by this investigation can be valuable to MIN engineers and can allow them to achieve more productive networks with lower overall implementation costs.
MANET Routing Protocols , a case studyRehan Hattab
L. Yi, Y. Zhai, Y. Wang, J. Yuan and I. You , Impacts of Internal Network Contexts on Performance of MANET Routing Protocols: a Case Study, Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing,2012.
Bangla Optical Digits Recognition using Edge Detection MethodIOSR Journals
Abstract:This paper is based on Bangla Optical Digit Recognition (ODR) by the Edge detection technique. In this method, Bangla digit image converted into gray-scale which distributed by an M by N array form. Here input data are considered off-line printed digit’s image which collected from computer generated image, scanned documents or printed text. After addressing the gray-scale image against a variable in the form of an M by N array, where the value of array pointers are shown 255 for total white space, 0 (zero) for total dark space and value between 255 and 0 for mix of white and dark space of the image. At the next process, four edgestouch points as well as each touch point’s ratio use as parameters to determine each Bangla digit uniquely. Keywords-Edge, image,gray-scale, Matrix,ODR.
Curative Effect of Parinari curatellifolia Leaf Extract on EpiglottitisIOSR Journals
The curative effect of Parinari curatellifolia leaf extract on epiglottitis was investigated. The air dried leaf of Parinari curatellifolia was extracted using the soxhlet extractor. Crude extract of the plant was found to be rich in phytochemicals of medicinal importance such as alkaloids, tannins, saponins, flavonoids, steroids, and cardiac glycosides. Acetic acid extract had the highest antimicrobial activity with zones of inhibition ranging from 20.0 ± 0.6 to 28.3 ± 0.3 against the test organisms. This activity was not significantly (P<0.05) different from leofloxacin with zones of inhibition ranging from 25.0 ± 0.6 to 29.3 ± 0.3 which was the highest activity among the standard drugs used. The minimum inhibitory concentration (MIC) of the extract was found to be 5mg/ml against Pseudomonas sp and Staphylococcus aureus, indicating broad spectrum activity. Results were discussed in respect to traditional treatment of epiglottitis.
A Novel Approach of Area-Efficient FIR Filter Design Using Distributed Arithm...IOSR Journals
Abstract: In this paper, a highly area-efficient multiplier-less FIR filter is presented. Distributed Arithmetic (DA) has been used to implement a bit-serial scheme of a general asymmetric version of an FIR filter, taking optimal advantage of the 3-input LUT-based structure of FPGAs. The implementation of FIR filters on FPGA based on traditional arithmetic method costs considerable hardware resources, which goes against the decrease of circuit scale and the increase of system speed. This paper presents the realization of area efficient architectures using Distributed Arithmetic (DA) for implementation of Finite Impulse Response (FIR) filter. The performance of the bit-serial and bit parallel DA along with pipelining architecture with different quantized versions are analyzed for FIR filter Design. Distributed Arithmetic structure is used to increase the resource usage while pipeline structure is also used to increase the system speed. In addition, the divided LUT method is also used to decrease the required memory units. However, according to Distributed Arithmetic, we can make a Look-Up-Table (LUT) to conserve the MAC values and callout the values according to the input data if necessary. Therefore, LUT can be created to take the place of MAC units so as to save the hardware resources. The simulation results indicate that FIR filters using Distributed Arithmetic can work stable with high speed and can save almost 50 percent hardware resources to decrease the circuit scale, and can be applied to a variety of areas for its great flexibility and high reliability. This method not only reduces the LUT size, but also modifies the structure of the filter to achieve high speed performance. Keywords: DSP, Digital Filters, FIR , FPGA, MAC, Distributed Arithmetic(DA),Divided LUT, pipeline
A comparative study in wireless sensor networksijwmn
Sensor networks consist of a large number of small, low-powered wireless nodes with limited computation,
communication, and sensing abilities, in a battery-powered sensor network, energy and communication
bandwidth are a precious resources. Thus, there is a need to adapt the networking process to match the
application in order to minimize the resources consumed and extend the life of the network. In this paper,
we introduce a comparative study in different routing algorithms that propose vital solutions to the most
important issues that should be taken into account when designing wireless network which are reliability,
lifetime, communication bandwidth, transmission rand, and finally the limited energy issue, so we will
introduce their algorithms and discuss how did they propose to solve such of these challenges and finally
we will do some evaluation to each approach.
Nearest Adjacent Node Discovery Scheme for Routing Protocol in Wireless Senso...IOSR Journals
The broad significance of Wireless Sensor Networks is in most emergency and disaster rescue
domain. The routing process is the main challenges in the wireless sensor network due to lack of physical links.
The objective of routing is to find optimum path which is used to transferring packets from source node to
destination node. Routing should generate feasible routes between nodes and send traffic along the selected path
and also achieve high performance. This paper presents a nearest adjacent node scheme based on shortest path
routing algorithm. It is plays an important role in energy conservation. It finds the best location of nearest
adjacent nodes by involving the least number of nodes in transmission of data and set large number of nodes to
sleep in idle mode. Based on simulation result we shows the significant improvement in energy saving and
enhance the life of the network
Network Lifetime Analysis of Routing Protocols of Short Network in QualnetIOSR Journals
Abstract: A Mobile Ad-Hoc Network (MANET) is a collection of wireless mobile nodes that communicates with each other without using any existing infrastructure, access point or centralized administration. Mobile ad-hoc network have the attributes such as wireless connection, continuously changing topology, distributed operation and ease of deployment. In this paper we have compared the energy consumption of reactive, proactive & hybrid routing protocol AODV,DSR,RIP & ZRP by using different mobility model. We have analyzed the Network lifetime of protocols by varying pay load, mobility, pause time and type of traffic (CBR). A detailed simulation has been carried out in qualnet. The metrics used for performance analysis are energy consumed & battery consumption. It has been observed that RIP has better network lifetime than other.
Mobile ad hoc network is a reconfigurable network of mobile nodes connected by multi-hop wireless links and capable of operating without any fixed infrastructure support. In order to facilitate communication within such self-creating, self-organizing and self administrating network, a dynamic routing protocol is needed. The primary goal of such an ad hoc network routing protocol is to discover and establish a correct and efficient route between a pair of nodes so that messages may be delivered in a timely manner. Route construction should be done with a minimum of overhead and bandwidth consumption. This paper examines two routing protocols, both on-demand source routing, for mobile ad hoc networks– the Dynamic Source Routing (DSR), an flat architecture based and the Cluster Based Routing Protocol (CBRP), a cluster architecture based and evaluates both routing protocols in terms of packet delivery fraction, normalized routing load, average end to end delay, throughput by varying number of nodes per sq. km, traffic sources and mobility. Simulation results show that in high
mobility (pause time 0s) scenarios, CBRP outperforms DSR. CBRP scales well with increasing number of nodes.
CONGESTION AWARE LINK COST ROUTING FOR MANETSIJCNCJournal
Due to the dynamic topology, self-configuration and decentralized nature of Mobile Ad hoc Network
(MANET), it provides many benefits in wireless networks and is easy to deploy. But the transmission of
data over ad hoc networks has elevated many technical issues for successful routing. Congestion is one of
the important issues which cause performance degradation of a network, due to long delay and high packet
loss. This paper proposes a Congestion aware Link Cost Routing for MANET where the protocol finds a
path with optimized linked cost based on SNR, Link delay, and the and remaining battery power. Along
with this optimization, in this protocol, every node finds its congestion status and participates in the route
discovery on the basis of its status. Data forwarding is also done based on the congestion status at the time
of forwarding. The protocol results in better performance in terms of packet delivery fraction, end to end
delay, throughput, and packet drop when compared to existing protocols.
ENERGY LOCATION AWARE ROUTING PROTOCOL (ELARP) FOR WIRELESS MULTIMEDIA SENSOR...ijcsit
Wireless Sensor Networks (WSNs)have sensor nodes that sense and extract information from surrounding
environment, processing information locally then transmit it to sink wirelessly. Multimedia data is larger in
volume than scalar data, thus transmitting multimedia data via Wireless Multimedia Sensor Networks
(WMSNs) requires stick constraints on quality of services in terms of energy, throughput and end to end
delay.Multipath routing is to discover multipath during route discovery from source to sink. Discover
multipath and sending data via these different paths improve the bandwidth and decrease the end to end
delay. This paper introduces an Energy Location Aware Routing Protocol (ELARP) which is reactive
multipath routing protocol establishing three paths with awareness of node’s residual energy and distance.
ELARP has experimented with NS2 simulator. The simulation results show that ELARP enhances QoS for
multimedia data in terms of end to end delay and packet delivery ratio.
Wireless Sensor Networks (WSNs)have sensor nodes that sense and extract information from surrounding environment, processing information locally then transmit it to sink wirelessly. Multimedia data is larger in volume than scalar data, thus transmitting multimedia data via Wireless Multimedia Sensor Networks (WMSNs) requires stick constraints on quality of services in terms of energy, throughput and end to end delay.Multipath routing is to discover multipath during route discovery from source to sink. Discover multipath and sending data via these different paths improve the bandwidth and decrease the end to end delay. This paper introduces an Energy Location Aware Routing Protocol (ELARP) which is reactive multipath routing protocol establishing three paths with awareness of node’s residual energy and distance. ELARP has experimented with NS2 simulator. The simulation results show that ELARP enhances QoS for multimedia data in terms of end to end delay and packet delivery ratio.
The present paper describes a novel Raspberry Pi and Arduino UNO architecture used as a meteorological station. One of the advantages of the proposed architecture is the huge quantity of sensors developed for its usage; practically one can find them for any application, and weather sensing is not an exception. The principle followed is to configure Raspberry as a collector for measures obtained from Arduino, transmitting occurs via USB; meanwhile, Raspberry broadcasts them via a web page. For such activity is possible thanks to Raspbian, a Linux-based operating system. It has a lot of libraries and resources available, among them Apache Web Server, that gives the possibility to host a web-page. On it, the user can observe temperature, humidity, solar radiance, and wind speed and direction. Information on the web-page is refreshed each five minute; however, measurements arrive at Raspberry every ten seconds. This low refreshment rate was determined because weather variables normally do not abruptly change. As an additional feature, system stores all information on the log file, this gives the possibility for future analysis and processing.
Wireless Sensor Networks (WSNs)have sensor nodes that sense and extract information from surrounding environment, processing information locally then transmit it to sink wirelessly. Multimedia data is larger in volume than scalar data, thus transmitting multimedia data via Wireless Multimedia Sensor Networks (WMSNs) requires stick constraints on quality of services in terms of energy, throughput and end to end delay. Multipath routing is to discover multipath during route discovery from source to sink. Discover multipath and sending data via these different paths improve the bandwidth and decrease the end to end delay. This paper introduces an Energy Location Aware Routing Protocol (ELARP) which is reactive multipath routing protocol establishing three paths with awareness of node’s residual energy and distance. ELARP has experimented with NS2 simulator. The simulation results show that ELARP enhances QoS for multimedia data in terms of end to end delay and packet delivery ratio.
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.
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.
A Survey of Enhanced Routing Protocols for Manetspijans
Mobile Ad Hoc Networks (MANETs) form a class of dynamic multi-hop networks consisting of a set of
mobile nodes that intercommunicate on shared wireless channels. MANETs are self-organizing and selfconfiguring multi-hop wireless networks, where the network structure changes dynamically due to the node
mobility. There exists no fixed topology due to the mobility of nodes, interference, multipath propagation
and path loss. Hence efficient dynamic routing protocols are required for these networks to function
properly. Many routing protocols have been developed to accomplish this task. In this paper we survey
various new routing protocols that have been developed as extensions or advanced versions of previously
existing routing protocols for MANETs such as DSR, AODV, OLSR etc.
Wireless Sensor Networks (WSNs)have sensor nodes that sense and extract information from surrounding environment, processing information locally then transmit it to sink wirelessly. Multimedia data is larger in volume than scalar data, thus transmitting multimedia data via Wireless Multimedia Sensor Networks (WMSNs) requires stick constraints on quality of services in terms of energy, throughput and end to end delay.Multipath routing is to discover multipath during route discovery from source to sink. Discover multipath and sending data via these different paths improve the bandwidth and decrease the end to end delay. This paper introduces an Energy Location Aware Routing Protocol (ELARP) which is reactive multipath routing protocol establishing three paths with awareness of node’s residual energy and distance. ELARP has experimented with NS2 simulator. The simulation results show that ELARP enhances QoS for multimedia data in terms of end to end delay and packet delivery ratio.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
Congestion Control in Manets Using Hybrid Routing Protocol
1. IOSR Journal of Electronics and Communication Engineering (IOSR-JECE)
e-ISSN: 2278-2834,p- ISSN: 2278-8735.Volume 6, Issue 3 (May. - Jun. 2013), PP 10-15
www.iosrjournals.org
www.iosrjournals.org 10 | Page
Congestion Control in Manets Using Hybrid Routing Protocol
Gargi Parashar1
, Manisha Sharma2
1
(ECE Department, School of technology and Sciences/ Lovely Professional University, India)
2
(ECE Department, School of technology and Sciences/ Lovely Professional University, India)
Abstract : As the network size increases the probability of congestion occurrence at nodes increases. This is
because of the event driven nature of ad hoc networks that leads to unpredictable network load. As a result
congestion may occur at the nodes which receive more data than that can be forwarded and cause packet losses.
In this paper we propose a hybrid scheme that attempts to avoid packet loss due to congestion as well as reduce
end to end delay in delivering data packets by combining two protocols- Destination sequenced distance vector
routing (DSDV), which is a table driven or proactive protocol and Improved Ad-hoc on demand vector routing
(IAODV) which is an on-demand or reactive protocol that reduces packet loss due to congestion. The strategy
adopted is use DSDV for path selection and if congestion occurs than switch over to IAODV. The routing
performance of this model is then compared with IAODV and DSDV in terms of end to end delay, throughput
and packet delivery fraction.
Keywords- DSDV, Hybrid protocol, AODV, IAODV, MANET
I. Introduction
The paradigm, where wireless nodes communicate with each other and create their own adhoc network
independent of any infrastructure, is most popular these days. It is called as peer to peer communication.
Routing is the most essential part of this type of communication. The IETF MANET working group is
concerned with standardizing IP (layer 3) routing protocol functionality suitable for wireless ad hoc networks.
There are many routing protocols described for MANETs. Some of them are reactive i.e. find route when
needed and some are proactive or table-driven i.e. find routes before needed. Destination Sequence Distance
Vector (DSDV) and Optimized Link State Routing (OLSR) are commonly used proactive routing algorithms
while Dynamic Source Routing (DSR) and Ad hoc On-Demand Distance Vector (AODV) are the most
commonly used reactive protocol. The size of ad hoc network if increases beyond a certain limited area, the use
of any single routing algorithm alone may not work efficiently. Therefore the usage scenario, number of nodes
in a particular network and the occupancy of buffers of a node greatly affects the choice of routing algorithm.
For example the network can be as small as comprising only a few numbers of nodes in a small conference
room or it can be as large as a sensor network where a great deal of nodes are needed. As the size and load of a
network increases the probability of congestion and relative delay in packet delivering increases which can
sometimes lead to loss of data. A hybrid routing algorithm that combines the merits of existing protocols can be
used to address this issue of growth in network size and load balancing whose behavior can be modified
according to the size of network.
The paper is organized as section 1 is introduction, section 2 discussion of related work, section 3
describes the proposed model, section 4 gives advantages of this scheme, section 5 presents simulation results
and finally section 6 concludes the paper.
II. RELATED WORK
Our work involves managing the load of an adhoc network by fragmentation. The available literature
has been reviewed in this context.
The Zone Routing Protocol [1] (ZRP) was the first hybrid routing protocol with both proactive and
reactive routing components. ZRP defines a zone around each node consisting of its k-neighborhood. Routing
within a zone is performed using a proactive routing protocol and routing in different zones is performed by an
on-demand routing protocol. ZRP performs efficient route discovery through bordercasting; route requests are
spread by multicasting them directly to the nodes on the border of its zone. The size of the zone is dynamically
determined based on network load.
A flat mobile ad hoc network has an inherent scalability limitation in terms of achievable network
capacity. It is observed that as the network size increases, per node throughput of an ad hoc network decreases.
This is due to the fact that in large scale networks, flat structure of networks results in long hop paths which are
prone to break because of route break or power depletion. [2] defines a hybrid protocol in which the long hop
paths are avoided by using backbone power capable nodes concept working as mobile backbone network.
HCR (Hybrid Cluster Routing) is proposed in [3] where nodes are organized into a hierarchical structure of
multi-hop clusters using a stable distributed clustering algorithm. Simulation results show that HCR has better
2. Congestion Control in MANETs using Hybrid Routing Protocol
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scalability, robustness and adaptability to large scale mobile ad hoc networks compared with some well-known
routing protocols, e.g. AODV, DSR, and CBRP.
AODV and OLSR are combined to form AOHR (AODV and OLSR hybrid routing) [4]. Here the characteristics
of high data delivery fraction, low overheads, and short delay in AODV are combined with the characteristics of
optimized routing length in OLSR, which means that AOHR is immune from topological structures.
Sharp Hybrid Adaptive Routing Protocol (SHARP), is designed to dynamically adapt to changing
network characteristics and traffic behavior [5]. SHARP is driven by the fundamental trade-off between
proactive dissemination and reactive discovery of routing information. It can automatically find balance point
between these two strategies through an analytical model for making an informed trade-off and dynamic
network measurements. It can act as a purely reactive protocol in a quiescent network, or use purely proactive
routing for hosts to which routes are in wide demand. SHARP uses efficient mechanisms for dynamically
manipulating the zone size and simultaneously perform fine-grained adaptation with low overhead.[6] presented
another hybrid protocol scheme utilizing AODV and DSDV where each node maintains a single shared routing
table for both DSDV and for AODV resulting in reduced routing load compared to DSDV and reduced packet
transmission delay compared to AODV as the number of nodes grows in the network. This also significantly
reduces the size of the DSDV routing table as the number of nodes grows.
Till now we have discussed various hybrid routing schemes. There are also certain enhancements in
existing protocols for e.g. in [7], Improved AODV is proposed and it is compared with original AODV using
IEEE 802.11 and IEEE 802.15.4 standards. This improved AODV routing protocol reset a new shortest routing
path during sending packet. The simulation results showed that in case of fixed nodes both protocols give
similar throughput but for moving nodes improved AODV presents good results. Also in [8], an INOVEL
protocol is given which is nothing but an improved form of AODV that avoid congestion by distributing the
load of the congestion affected node (CAN) to the nodes nearer to it with higher buffer occupancy. As the near
sink node has a multiple routing paths towards sink, i.e. it has one primary route that connect it the sink and
more than one alternate routes toward the sink from each sensor node. So INOVEL allows maximum use of
alternate routes during the congestion period to avoid congestion.
The above discussion concludes that researchers have chosen two algorithms one is proactive and
other reactive and combined them to produce a new model. One of the drawbacks of these protocols is that as
the network size increases the performance of the network degrades. Another important thing noted is that in
previous protocols no flooding control and loss of data due to congestion was considered. To overcome these
drawbacks we proposed a new model combining IAODV and DSDV and its routing performance is compared
with IAODV and DSDV in terms of end to end delay, throughput and packet delivery fraction.
III. PROPOSED HYBRID PROTOCOL MODEL
In this proposed model packet loss due to congestion and excessive load at intermediate nodes is tried to
be reduced. Balancing load to avoid congestion inside novel scheme of flow control is actually performed by
creating a cycle on a node where the congestion probability is high i.e. at near sink node to find all those nearer
nodes where buffer occupancy is high. Near sink node and nodes nearer to it contains the routing table including
information about its own I.P. address, I.P. address of nearer neighbor nodes, distance between the nodes, & queue
length of each node as shown in Fig.1
Fig.1 Congestion Affected Node with its Routing table
The dynamic nature of wireless sensor network cause the topology to automatically change due to change
in topology each node automatically updates its information in its own routing table & the routing table of the
nearer node regarding its buffer length, its distance from other nodes, its I.P. address
There are following steps to be followed during this process:
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1. Firstly a proactive/table driven algorithm is applied to find the path from source node to destination node. If
path is congestion free than data packets are delivered as such following the defined route. If congestion
occurs than following technique is followed.
2. A Hop-by-Hop algorithm is implemented on congestion affected node. This algorithm check’s the routing
table of congestion affected node to find all the nodes nearer to it with minimum response length time i.e. it
must have maximum buffer occupancy to accommodate the load
3. A Hop-by-Hop algorithm is implemented on congestion affected node. This algorithm check’s the routing
table of congestion affected node to find all the nodes nearer to it with minimum response length time i.e. it
must have maximum buffer occupancy to accommodate the load of congestion affected node.
4. After finding the node with free buffer space Hop-by-Hop algorithm make that node as the child node of the
congestion affected node and the alternate routes from the congestion affected node to the nearer node will
become active to transmit data so as to utilize its buffer space.
5. As soon as the time period during which child node receives the packets in its buffer space from the
congestion affected parent node it will store them in its buffer for a short time interval.
6. On receiving the packets from congestion affected node by the nearer node at the same time this node will
immediately implement the Hop-to-Destination algorithm to forward the packets to the destination i.e. sink
node base station within the finite amount of time. The scenario for this whole process is shown in Fig.2.
Fig.2 Congestion Affected Node with its Routing table
The proposed model combines the working of both IAODV and DSDV. When a source node in an ad hoc
network attempts to send data to some destination node, the route finding is done using DSDV routing protocol
which allows each node to maintain a routing table in advance. Whenever a node initiates communication, it can
refer to its routing table for the route. This process is used until and unless there is no congestion in the path.
Whenever some congestion arrives the proposed scheme inclined towards using IAODV to find path which allows
safe delivery of data packets without any packet dropping. This strategy can be more clearly explained with the
help of a flowchart as given in Fig.3.
Fig.3 Work Flow
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IV. ADVANTAGES OF PROPOSED MODEL
1. DSDV is best for small to medium size networks. As the network size increases the performance of DSDV
routing algorithm decreases. To overcome this problem in our approach nodes are made to switch to follow
IAODV as network grows and probability of congestion increases. Thus performance can be improved even
with large networks.
2. One distinct advantage of our model is that when a node on the route moves out or fails, instead of discarding
the whole original route and discovering a new route from source to destination, only the congestion affected
node has to find new path.
3. Another distinct advantage of our model as compared to DSDV is that packet dropping rate is reduced. Thus
maximum packet delivery fraction can be achieved.
4. This proposed model attempts to maximize the utilization of free nodes and there buffer space. Thus
optimization of network resources can be achieved.
5. Another advantage of this model is reduction of end to end delay
V. SIMULATION AND PERFORMANCE ANALYSIS
The simulation is conducted using Network Simulator tool NS-2 version 2.34. The simulation
environment has been conducted with the LINUX operating system, because NS-2 works with Linux platform
only. NS-2 accepts as input a scenario file that describes the exact motion of each node and the exact packets
originated by each node, together with the exact time at which each change in motion or packet origination is to
occur. The detailed trace file created by each run is stored to disk, and analyzed using a variety of scripts,
particularly one called file *.tr that counts the number of packets successfully delivered and the length of the
paths taken by the packets, as well as additional information about the internal functioning of each scripts
executed. This data is further analyzed with AWK file to produce the graphs. The list of various parameters
taken are given in Table1 below
Parameter Value
Number of Nodes 50
Simulation Time 50 sec
Pause Time 10 sec
Packet size 512 bytes
Channel Type Wireless
Queue length 50
Bandwidth 40 MHz
Area of the Network 1000m X 1000m
Traffic types CBR/UDP, FTP/
Simulator Ns-2.34
Mobility model Random Waypoint
Table 1 List of general parameters used in all simulations
While comparing IAODV and DSDV with the proposed hybrid protocol, we focused on three
performance measurements- average end to end delay, throughput and packet delivery fraction.
(i) Average End to end delay of data packets: The average time from the beginning of a packet transmission at a
source node until packet delivery to a destination. Calculate the send(S) time (t) and receive (R) time (T) and
average it. Fig.4 shows the xgraph between IAODV,DSDV and hybrid protocol at a pause time set to10sec.
Fig.4 A Screen shot of graph showing comparison of end to end delay between DSDV, IAODV and Hybrid
Protocol
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ii) Packet Delivery fraction- The ratio of the number of data packets successfully delivered to the destinations to
those generated by source. Packet delivery fraction = (Received packets/Sent packets)*100. Fig.5 shows a
comparison between both the routing protocols on the basis of packet delivery fraction as a function of pause
time and using different types of traffic sources.
Fig.5 A Screen shot of graph showing comparison of Packet Delivery Fraction between DSDV, IAODV and
Hybrid Protocol
iii) Throughput- The ratio of the total amount of data that reaches a receiver from a sender to the time it takes
for the receiver to get the last packet is referred to as throughput. It is expressed in bits per second or packets per
second. Fig.6 shows throughput of hybrid protocol, IAODV and DSDV
Fig.6 A Screen shot of graph showing comparison of throughput between DSDV, IAODV and Hybrid Protocol
Screenshot
To analyze these graphs in more general way average results are taken. Average results are the
obtained by taking the average of performance matrix obtained over whole simulation environment. In NS-2 the
command “awk –f” is used to find out the average results. The average result of above three performance
matrices in terms of the described three protocols as per the configuration taken in this thesis is given below:-
PROTOCOL End to end
delay(in
ms)
PDF Throughput
( in Kbps)
IAODV 27.676584 0.08 211.26
DSDV 18.300936 0.07 116.62
Hybrid 16.165742 0.34 485.35
Table 2 Average results of end to end delay, pdf and throughput
These results given above show that end to end delay of DSDV is lesser than IAODV. This is due to
the proactive or table driven nature of DSDV which avoid the time consumed to find out the path from source to
destination as it can derive from the routing table of DSDV. However, in case of proposed hybrid scheme, it
proves to be better than DSDV as it further reduces the delay by rather finding new routes from source to
destination in case of congestion, calculates it only from congestion affected node.
Packet Delivery fraction of IAODV is obtained higher than DSDV. This is in line with the theory presented in
previous chapters. But there is only marginal improvement of 0.01. In case of proposed Hybrid scheme there is
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tremendous improvement in pdf as this protocol ensures better delivery of data packets even in case of
congestion.
Throughput of proposed hybrid scheme is also relatively much better than DSDV and IAODV. While
when DSDV and IAODV are compared throughput of IAODV is obtained higher than DSDV.
The above results show that the performance of proposed hybrid scheme is far better than IAODV and DSDV.
VI. CONCLUSION AND FUTURE WORK
The proposed model in our work is an innovative way to deal with congestion along with reduction in
time taken for transmission. This proposed model is efficient for using the network resources in an optimized
manner by distributing load among buffers of neighboring nodes of congestion affected node while
simultaneously decreasing end to end delay. Simulation results show improvement in performance in terms of
high packet delivery fraction and throughput.
Currently, the work is done on unicast protocols only. The future work involves implementing this
scheme for multicasting also and then analyzing its performance. Also reduction in power consumption and
security threats this scheme can create over network will be investigated.
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