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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 957
A Review on Virtual Grid Based Dynamic Routes
Adjustment in WSN
Er. Shilpa jaswal Abhitesh Abhinav
Astt. Prof. (ECE) M.Tech (ECE) M.Tech (ECE)
Career Point University Career Point University Career Point University
Hamirpur Hamirpur Hamirpur
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Abstract— In wireless sensor network, using the sink
mobility has been consideredasa decentproceduretoadjust
the hubs or nodes energy dissipation. In spite of its various
favorable circumstances, the information scattering to the
portable sink is a testing assignment for the asset obliged
sensor hubs because of the element systemtopologycreated
by the sink portability.Foreffective informationconveyance,
hubs need to reproduce their courses toward the most
recent area of the versatile sink, which undermines the
vitality protection objective. As examined already a virtual
grid based dynamic routesadjustment(VGDRA)schemethat
aims to minimize the routes reconstruction cost of the
sensor nodes while maintaining nearly optimal routestothe
latest location of the mobile sink. We propose a set of
communication rules that governs theroutesreconstruction
process thereby requiring only a limited number of nodes to
readjust their data delivery routes toward the mobile sink.
Simulation results demonstrate reduced routes
reconstruction cost and improved network lifetime of the
VGDRA scheme when compared with existing work. In this
review, we analyze the some latest techniques for life time
improvement in WSN.
Keywords—Routes reconstruction, mobile sink, energy
efficiency, wireless sensor network.
Introduction
Wireless Sensor Network (WSN) – a self-organized network
of tiny computing and communication devices (nodes) has
been widely used in several un-attended and dangerous
environments. In a typical deployment of WSN, nodes are
battery operated where they cooperatively monitor and
report some phenomenon of interest to a central nodecalled
sink or base-station for further processing and analysis.
Traditional static nodes deployment where nodes exhibit n-
to-1 communication in reporting their observed data to a
single static sink, gives rise to energy-hole phenomenon in
the vicinity of sink. Sink mobility introduced in [1] not only
helps to balance the nodes’ energy dissipation but can also
link isolated network segments in problematic areas [2].
Also, a few application situations normally require sink
portability in the sensor field [3] e.g., in a calamity
administration framework, a rescuer furnished with a PDA
can move around the hazardous situation to search for any
survivor. So also, in a combat zone environment, an
administrator can acquire real-time data about any
interruption of adversaries, size of assault, suspicious
exercises and so on through field sensors while onthe move.
In an Intelligent Transport System (ITS), sensor hubs sentat
different purposes of interest - intersections, auto parks,
zones helpless to falling rocks, can give early notices to
drivers (versatile sink) well in front of their physical
methodology. Abusing the sink's versatility draws out the
system lifetime along these lines mitigating vitality gap
issue; in any case, it brings new difficulties for the
information scattering process. Not at all like static sink
situations, has the system topology got to be rapid as the
sink continues changing its area [4]. To adapttothedynamic
system topology, hubs need to monitor the most recent area
of the versatile sink for proficient information conveyance.
Some information scattering conventions e.g., Directed
Diffusion [5], propose occasional flooding of sink's
topological upgrades in the whole sensor field which gives
rise to more impacts and subsequently more
retransmissions. Takinginto thoughtthe rarevitalityassetof
hubs, successive proliferation of sink's versatility upgrades
ought to be kept away from as it extraordinarilyundermines
the vitality protection objective. In this respect, to empower
sensor hubs to keep up crisp courses towards the versatile
sink while acquiring insignificant correspondence cost,
overlaying based virtual base over the physical system is
considered as a proficient methodology [6]. In the virtual
framework based information scattering plans, just an
arrangement of assigned hubs scattered in the sensor field
are mindful to monitor sink's area. Such assigned hubs
assemble the watched information from the hubs in their
region amid the nonappearance of the sink and after that
proactively or responsively report information to the
versatile sink.
Virtual Grid Based Dynamic Routes
Adjustment (VGDRA)
Virtual Grid based Dynamic Routes Adjustment (VGDRA) is
proposed for periodic data collection from WSN.Theaimsto
optimize the trade-off between nodes energy consumption
and data delivery performance using a single mobile sink
while adhering to the low-cost theme of WSN. The proposed
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 958
scheme enables sensor nodes to maintain nearly optimal
routes to the latest location of a mobile sink with minimal
network overhead. It partitions the sensorfieldintoa virtual
grid of K equal sized cells and constructs a virtual backbone
network comprised of all the cell-headers In addition,
VGDRA also sets up communicationroutessuchthattheend-
to-end delay and energy cost is minimized in the data
delivery phase to the mobile sink. The mobile sink moves
along the periphery of the sensor field and communicates
with the border cell-headers for data collection. The routes
readjustment process is governed by a set of rules to
dynamically cope with the sink mobility. Using VGDRA, only
a subset of the cell-headers needs to takepartin re-adjusting
their routes to the latest location of the mobile sink there by
reducing the communication cost. Simulation results reveal
decreased energy consumption and faster convergence of
VGDRA compared to other state-of-the art.
Literature Review
Several virtual infrastructure based data dissemination
protocols have been proposed for mobile sink based WSN in
the last decade. Based on the mobility pattern exhibited by
the sink in the sensor field, the data collection or
dissemination schemes can be classified into controlled and
uncontrolled sink mobility schemes. In controlled sink
mobility schemes [7] [10], the mobility (speed and/or
direction) of the sink is manipulatedandcontrolled eitherby
an external observer or in accordance with the network
dynamics. The uncontrolled sink mobility basedschemes are
characterized by the fact that the sink makes its next move
autonomously in terms of speed and direction. This paper
considers the uncontrolled sink mobility environments and
in the following lines, we briefly describe the related works
in this context including their methodology and the relative
strengths and weaknesses.
Virtual Circle Combined Straight Routing (VCCSR) scheme,
which is the converge cast tree algorithm, was suggested by
Chen et al. [11]. It builds a virtual structure which includes
virtual circles and straight lines. A set of nodes are selected
as cluster heads along with these virtual circles and straight
lines, which builds a virtual backbone network. VCCSR
scheme decreases the routes reconstructioncostindirecting
the sink mobility because of its set of communication rules,
but, the cluster-head as a center piece in routes re-
adjustment process decrease its energy much earlier.
Further scheme called Hexagonal cell-based Data
Dissemination (HexDD) was suggested in [12] that builds a
hexagonal grid structure for real-time data delivery. The
dynamic situations of multiple mobile sinks are considered
in this. It results in high energy consumption mainly at
higher sink’s speeds but it makes early hot-spot problem.
Oh et al. suggested a scheme based on data dissemination
known as Backbone-based Virtual Infrastructure (BVI) in
[13], which makes use of single-level multi-hop clustering
and points to reduce the total number of clusters.
It employs HEED [14] for clustering in which main concern
is given to residual energy level of nodes for electing the CH
nodes. The multi-hop clustering is a fine approach to reduce
the number of clusters, on the other hand, the root node
which is the focus in routes adjustments generates early
energy depletion which reduces the lifetime of network.
Multiple Enhanced Specified-deployed Subsinks (MESS) in
[15], creates a virtual strip in the centre of sensor field
thereby placing enhanced wireless nodes(sub-sinks)having
more storage capacityatequal distances. Thesameapproach
has been proposed in Line-Based Data Dissemination
(LBDD) [16] that makes a vertical linebydividingthesensor
field into two equal sized blocks.
Along with this, another similarapproachwasfoundin[17],
which points a virtual rail (RailRoad) in the middle of the
sensor field. The main drawback of MESS, LBDD, and
RailRoad is the early energy depletion of nodes close to the
virtual structure.
Quadtree-based Data Dissemination (QDD) scheme was
suggested by Mir and Ko in [18], it also results in early
energy depletion of nodes, same as in the above schemes.
This method also reduces the overall network lifetime.
A further approach called Virtual grid based Two-Tier Data
Dissemination (TTDD) in [19] dedicatedly forms a uniform
per source node virtual grid structure approaching the
complete sensor field. TTDD prevents the flooding of the
sink’s topological updates but the per source virtual grid
construction reduces the network lifetime.
Geographical Cellular-likeArchitecture(GCA)in[20] creates
a cellular-like hierarchical hexagonal virtual structure for
handling sink mobility. GCA however prevents flooding of
location information of sink, however there is increase in
latency and packet loss ratio because of non-ideal data
delivery paths.
Hierarchical Cluster based Data Dissemination (HCDD) in
[21] approaches a hierarchical cluster architectureinwhich
the second level cluster-headsofthemobilesink areselected
as routing agents which are responsible for maintaining the
track on most recent location of mobile sink. In high sink
mobility, nodes thatareusingHCDDexperienceshigh energy
consumption. In this approach, the data delivery paths are
not optimal which results in high latency.
Virtual Grid based Dynamic Routes Adjustment (virtual grid
routing) in [22], builds a virtual backbone network anduses
straight line communication but in this approach, distance
priority communication is used, which will decrease the
energy consumption and improves the network lifetime.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 959
Figure 1: Straight line communication in VGRDA.
Figure 1 show the straight line communication whichisused
in VGRDA. Figure 2 shows the communication based on
distance priority which is used in our distance enhancing
grid routing approach.
Figure 2: Shortest distance in enhancing grid routing
approach.
Conclusion
According to previous approaches the Dynamic Routes
Adjustment (VGDRA) plan that acquires slightest
correspondence cost while keeping up almost ideal courses
to the most recent area of the portable sink. OurVGDRAplan
parcels the sensor field into a virtual matrix and develops a
virtual spine structure included the cell header hubs. A
versatile sink while moving around the sensor field
continues changing its area and associates with the nearest
marginal cell-header for information accumulation.Utilizing
a set of correspondence guidelines, just a set number of the
cellheaders participate in the courses recreation prepares
along these lines diminishing the general correspondence
cost. As far as hubs vitality utilization, the reenactment
results uncover made strides execution of our VGDRA plan
for various system sizes.
Considering the extent of this paper,wehave excludedthe
genuine information conveyance model. After reviewing to
investigate the execution ofourVGDRAplanatvarioussink's
speeds and diverse information era rates of the sensorhubs.
The VGDRA plot however offers a light weight arrangement
and does not force numerous requirements on part of the
asset compelled sensor bits, yet its functional execution on
genuine equipment should be affirmed. We likewisepoint to
build up a little proving ground for the useful usage of the
proposed VGDRA plan on genuine equipment (bits) and
assess its outcomes.
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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 960
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Virtual Grid Dynamic Routes WSN

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 957 A Review on Virtual Grid Based Dynamic Routes Adjustment in WSN Er. Shilpa jaswal Abhitesh Abhinav Astt. Prof. (ECE) M.Tech (ECE) M.Tech (ECE) Career Point University Career Point University Career Point University Hamirpur Hamirpur Hamirpur ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract— In wireless sensor network, using the sink mobility has been consideredasa decentproceduretoadjust the hubs or nodes energy dissipation. In spite of its various favorable circumstances, the information scattering to the portable sink is a testing assignment for the asset obliged sensor hubs because of the element systemtopologycreated by the sink portability.Foreffective informationconveyance, hubs need to reproduce their courses toward the most recent area of the versatile sink, which undermines the vitality protection objective. As examined already a virtual grid based dynamic routesadjustment(VGDRA)schemethat aims to minimize the routes reconstruction cost of the sensor nodes while maintaining nearly optimal routestothe latest location of the mobile sink. We propose a set of communication rules that governs theroutesreconstruction process thereby requiring only a limited number of nodes to readjust their data delivery routes toward the mobile sink. Simulation results demonstrate reduced routes reconstruction cost and improved network lifetime of the VGDRA scheme when compared with existing work. In this review, we analyze the some latest techniques for life time improvement in WSN. Keywords—Routes reconstruction, mobile sink, energy efficiency, wireless sensor network. Introduction Wireless Sensor Network (WSN) – a self-organized network of tiny computing and communication devices (nodes) has been widely used in several un-attended and dangerous environments. In a typical deployment of WSN, nodes are battery operated where they cooperatively monitor and report some phenomenon of interest to a central nodecalled sink or base-station for further processing and analysis. Traditional static nodes deployment where nodes exhibit n- to-1 communication in reporting their observed data to a single static sink, gives rise to energy-hole phenomenon in the vicinity of sink. Sink mobility introduced in [1] not only helps to balance the nodes’ energy dissipation but can also link isolated network segments in problematic areas [2]. Also, a few application situations normally require sink portability in the sensor field [3] e.g., in a calamity administration framework, a rescuer furnished with a PDA can move around the hazardous situation to search for any survivor. So also, in a combat zone environment, an administrator can acquire real-time data about any interruption of adversaries, size of assault, suspicious exercises and so on through field sensors while onthe move. In an Intelligent Transport System (ITS), sensor hubs sentat different purposes of interest - intersections, auto parks, zones helpless to falling rocks, can give early notices to drivers (versatile sink) well in front of their physical methodology. Abusing the sink's versatility draws out the system lifetime along these lines mitigating vitality gap issue; in any case, it brings new difficulties for the information scattering process. Not at all like static sink situations, has the system topology got to be rapid as the sink continues changing its area [4]. To adapttothedynamic system topology, hubs need to monitor the most recent area of the versatile sink for proficient information conveyance. Some information scattering conventions e.g., Directed Diffusion [5], propose occasional flooding of sink's topological upgrades in the whole sensor field which gives rise to more impacts and subsequently more retransmissions. Takinginto thoughtthe rarevitalityassetof hubs, successive proliferation of sink's versatility upgrades ought to be kept away from as it extraordinarilyundermines the vitality protection objective. In this respect, to empower sensor hubs to keep up crisp courses towards the versatile sink while acquiring insignificant correspondence cost, overlaying based virtual base over the physical system is considered as a proficient methodology [6]. In the virtual framework based information scattering plans, just an arrangement of assigned hubs scattered in the sensor field are mindful to monitor sink's area. Such assigned hubs assemble the watched information from the hubs in their region amid the nonappearance of the sink and after that proactively or responsively report information to the versatile sink. Virtual Grid Based Dynamic Routes Adjustment (VGDRA) Virtual Grid based Dynamic Routes Adjustment (VGDRA) is proposed for periodic data collection from WSN.Theaimsto optimize the trade-off between nodes energy consumption and data delivery performance using a single mobile sink while adhering to the low-cost theme of WSN. The proposed
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 958 scheme enables sensor nodes to maintain nearly optimal routes to the latest location of a mobile sink with minimal network overhead. It partitions the sensorfieldintoa virtual grid of K equal sized cells and constructs a virtual backbone network comprised of all the cell-headers In addition, VGDRA also sets up communicationroutessuchthattheend- to-end delay and energy cost is minimized in the data delivery phase to the mobile sink. The mobile sink moves along the periphery of the sensor field and communicates with the border cell-headers for data collection. The routes readjustment process is governed by a set of rules to dynamically cope with the sink mobility. Using VGDRA, only a subset of the cell-headers needs to takepartin re-adjusting their routes to the latest location of the mobile sink there by reducing the communication cost. Simulation results reveal decreased energy consumption and faster convergence of VGDRA compared to other state-of-the art. Literature Review Several virtual infrastructure based data dissemination protocols have been proposed for mobile sink based WSN in the last decade. Based on the mobility pattern exhibited by the sink in the sensor field, the data collection or dissemination schemes can be classified into controlled and uncontrolled sink mobility schemes. In controlled sink mobility schemes [7] [10], the mobility (speed and/or direction) of the sink is manipulatedandcontrolled eitherby an external observer or in accordance with the network dynamics. The uncontrolled sink mobility basedschemes are characterized by the fact that the sink makes its next move autonomously in terms of speed and direction. This paper considers the uncontrolled sink mobility environments and in the following lines, we briefly describe the related works in this context including their methodology and the relative strengths and weaknesses. Virtual Circle Combined Straight Routing (VCCSR) scheme, which is the converge cast tree algorithm, was suggested by Chen et al. [11]. It builds a virtual structure which includes virtual circles and straight lines. A set of nodes are selected as cluster heads along with these virtual circles and straight lines, which builds a virtual backbone network. VCCSR scheme decreases the routes reconstructioncostindirecting the sink mobility because of its set of communication rules, but, the cluster-head as a center piece in routes re- adjustment process decrease its energy much earlier. Further scheme called Hexagonal cell-based Data Dissemination (HexDD) was suggested in [12] that builds a hexagonal grid structure for real-time data delivery. The dynamic situations of multiple mobile sinks are considered in this. It results in high energy consumption mainly at higher sink’s speeds but it makes early hot-spot problem. Oh et al. suggested a scheme based on data dissemination known as Backbone-based Virtual Infrastructure (BVI) in [13], which makes use of single-level multi-hop clustering and points to reduce the total number of clusters. It employs HEED [14] for clustering in which main concern is given to residual energy level of nodes for electing the CH nodes. The multi-hop clustering is a fine approach to reduce the number of clusters, on the other hand, the root node which is the focus in routes adjustments generates early energy depletion which reduces the lifetime of network. Multiple Enhanced Specified-deployed Subsinks (MESS) in [15], creates a virtual strip in the centre of sensor field thereby placing enhanced wireless nodes(sub-sinks)having more storage capacityatequal distances. Thesameapproach has been proposed in Line-Based Data Dissemination (LBDD) [16] that makes a vertical linebydividingthesensor field into two equal sized blocks. Along with this, another similarapproachwasfoundin[17], which points a virtual rail (RailRoad) in the middle of the sensor field. The main drawback of MESS, LBDD, and RailRoad is the early energy depletion of nodes close to the virtual structure. Quadtree-based Data Dissemination (QDD) scheme was suggested by Mir and Ko in [18], it also results in early energy depletion of nodes, same as in the above schemes. This method also reduces the overall network lifetime. A further approach called Virtual grid based Two-Tier Data Dissemination (TTDD) in [19] dedicatedly forms a uniform per source node virtual grid structure approaching the complete sensor field. TTDD prevents the flooding of the sink’s topological updates but the per source virtual grid construction reduces the network lifetime. Geographical Cellular-likeArchitecture(GCA)in[20] creates a cellular-like hierarchical hexagonal virtual structure for handling sink mobility. GCA however prevents flooding of location information of sink, however there is increase in latency and packet loss ratio because of non-ideal data delivery paths. Hierarchical Cluster based Data Dissemination (HCDD) in [21] approaches a hierarchical cluster architectureinwhich the second level cluster-headsofthemobilesink areselected as routing agents which are responsible for maintaining the track on most recent location of mobile sink. In high sink mobility, nodes thatareusingHCDDexperienceshigh energy consumption. In this approach, the data delivery paths are not optimal which results in high latency. Virtual Grid based Dynamic Routes Adjustment (virtual grid routing) in [22], builds a virtual backbone network anduses straight line communication but in this approach, distance priority communication is used, which will decrease the energy consumption and improves the network lifetime.
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 959 Figure 1: Straight line communication in VGRDA. Figure 1 show the straight line communication whichisused in VGRDA. Figure 2 shows the communication based on distance priority which is used in our distance enhancing grid routing approach. Figure 2: Shortest distance in enhancing grid routing approach. Conclusion According to previous approaches the Dynamic Routes Adjustment (VGDRA) plan that acquires slightest correspondence cost while keeping up almost ideal courses to the most recent area of the portable sink. OurVGDRAplan parcels the sensor field into a virtual matrix and develops a virtual spine structure included the cell header hubs. A versatile sink while moving around the sensor field continues changing its area and associates with the nearest marginal cell-header for information accumulation.Utilizing a set of correspondence guidelines, just a set number of the cellheaders participate in the courses recreation prepares along these lines diminishing the general correspondence cost. As far as hubs vitality utilization, the reenactment results uncover made strides execution of our VGDRA plan for various system sizes. Considering the extent of this paper,wehave excludedthe genuine information conveyance model. After reviewing to investigate the execution ofourVGDRAplanatvarioussink's speeds and diverse information era rates of the sensorhubs. The VGDRA plot however offers a light weight arrangement and does not force numerous requirements on part of the asset compelled sensor bits, yet its functional execution on genuine equipment should be affirmed. We likewisepoint to build up a little proving ground for the useful usage of the proposed VGDRA plan on genuine equipment (bits) and assess its outcomes. REFERENCES 1) R. C. Shah, S. Roy, S. Jain, and W. Brunette, “Data MULEs: Modeling and analysis of a three-tier architecture for sparse sensor networks,” inAdHoc Netw., vol. 1. 2003, pp. 215–233. 2) S. R. Gandham, M. Dawande, R. Prakash, and S. Venkatesan, “Energy efficient schemes for wireless sensor networks with multiple mobile base stations,” in Proc. IEEE Global Telecommun. Conf. (GLOBECOM), vol. 1. Dec. 2003, pp. 377–381. 3) W. Khan, A. H. Abdullah, M. H. Anisi, and J. I. Bangash, “A comprehensive study of data collection schemes using mobile sinks in wireless sensor networks,” Sensors, vol. 14, no. 2, pp. 2510–2548, 2014. 4) M. Di Francesco, S. K. Das, and G. Anastasi, “Data collection in wireless sensor networks with mobile elements,” ACM Trans. Sensor Netw., vol. 8, no. 1, pp. 1–31, Aug. 2011. 5) Chalermek, R. Govindan, and D. Estrin, “Directed diffusion: A scalable and robust communication paradigm for sensor networks,” in Proc. ACM SIGMOBILE Int. Conf. Mobile Comput. Netw. (MOBICOM), 2000, pp. 56–67. 6) E. B. Hamida and G. Chelius, “Strategies for data dissemination to mobile sinks in wireless sensor networks,” IEEE Wireless Commun., vol. 15, no. 6, pp. 31–37, Dec. 2008. 7) Kinalis, S. Nikoletseas, D. Patroumpa, and J. Rolim, “Biased sink mobility with adaptive stop times for low latency data collection in sensor networks,” Inf. Fusion, vol. 15, pp. 56–63, Jan. 2014. 8) W. M. Aioffi, C. A. Valle, G. R. Mateus, and A. S. da Cunha, “Balancing message delivery latency and network lifetime through an integrated model for clustering and routinginwirelesssensornetworks,” Comput. Netw., vol. 55, no. 13, pp. 2803–2820, Sep. 2011.
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