SlideShare a Scribd company logo
Distributed Deployment Algorithms for Improved Coverage 
in a Network of Wireless Mobile Sensors 
ABSTRACT: 
In this paper, efficient sensor deployment strategies are developed to increase 
coverage in wireless mobile sensor networks. The sensors find coverage holes 
within their Voronoi polygons and then move in an appropriate direction to 
minimize them. Novel edge-based and vertex-based strategies are introduced, and 
their performances are compared with existing techniques. The proposed 
movement strategies are based on the distances of each sensor and the points inside 
its Voronoi polygon from the edges or vertices of the polygon. Simulations 
confirm the effectiveness of the proposed deployment algorithms and their 
superiority to the techniques reported in the literature. 
EXISTING SYSTEM: 
The basic protocol approach is proposed, where the sensors find their final 
destination using an iterative procedure. An alternative technique, namely virtual 
movement protocol, is proposed in which does not require the sensors to move 
physically unless the communication cost is too high or the final destinations are 
determined. Three distributed self-deployment algorithms are subsequently
proposed to determine the final destination of the sensors: 1) VOR (Voronoi-based 
algorithm); 2) VEC (vector-based algorithm); and 3) Minimax. In the VOR 
algorithm, the distance of each sensor from the vertices of its Voronoi polygon is 
obtained, and the desired location for the sensor is calculated accordingly. The 
VEC algorithm, on the other hand, is a “proactive” strategy under which the 
sensors are relocated to achieve an even distribution in the sensing field. 
DISADVANTAGES OF EXISTING SYSTEM: 
 The above techniques are effective in terms of coverage, they suffer from a 
number of short-comings. 
 Sensing coverage achieved by the VEC algorithm may not be satisfactory 
compared with other methods, when there is a relatively large number of 
sensors in the network. 
PROPOSED SYSTEM: 
In this paper, four new techniques are introduced to increase coverage in a mobile 
sensor network. The Maxmin-vertex and Maxmin-edge algorithms tend to 
maximize the minimum distance of every sensor from the vertices and edges,
respectively, of its Voronoi polygon. The Minimax-edge algorithm, on the other 
hand, tends to minimize the maximum distance of every sensor from the edges of 
its Voronoi polygon. Finally, the VEDGE algorithm is a combination of the 
Maxmin-edge algorithm (as an edge-based technique) and the Minimax algorithm 
(as a vertex-based technique). The main characteristic of these algorithms is that 
the sensor movement is performed iteratively, and the coverage is guaranteed to 
increase after each iteration. 
ADVANTAGES OF PROPOSED SYSTEM: 
 The proposed techniques are evaluated by simulation in terms of coverage 
performance, convergence rate, and energy-efficiency more when compared 
to previous approaches. 
 This function assists in sending the bait address to entice the malicious 
nodes and to utilize the reverse tracing program of the CBDS to detect the 
exact addresses of malicious nodes.
SYSTEM REQUIREMENTS: 
HARDWARE REQUIREMENTS: 
 System : Pentium IV 2.4 GHz. 
 Hard Disk : 40 GB. 
 Floppy Drive : 1.44 Mb. 
 Monitor : 15 VGA Colour. 
 Mouse : Logitech. 
 Ram : 512 Mb. 
SOFTWARE REQUIREMENTS: 
 Operating system : Windows XP/7/LINUX. 
 Implementation : NS2 
 NS2 Version : NS2.2.28 
 Front End : OTCL (Object Oriented Tool Command 
Language) 
 Tool : Cygwin (To simulate in Windows OS)
REFERENCE: 
Hamid Mahboubi, Member, IEEE, Kaveh Moezzi, Member, IEEE, Amir G. 
Aghdam, Senior Member, IEEE, Kamran Sayrafian-Pour, Senior Member, IEEE, 
and Vladimir Marbukh, Senior Member, IEEE, “Distributed Deployment 
Algorithms for Improved Coverage in a Network of Wireless Mobile 
Sensors”, IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 
VOL. 10, NO. 1, FEBRUARY 2014.

More Related Content

What's hot

Float-based Pipeline Monitoring Network
Float-based Pipeline Monitoring NetworkFloat-based Pipeline Monitoring Network
Float-based Pipeline Monitoring Network
Editor IJCATR
 
A Novel Three-Dimensional Adaptive Localization (T-Dial) Algorithm for Wirele...
A Novel Three-Dimensional Adaptive Localization (T-Dial) Algorithm for Wirele...A Novel Three-Dimensional Adaptive Localization (T-Dial) Algorithm for Wirele...
A Novel Three-Dimensional Adaptive Localization (T-Dial) Algorithm for Wirele...
iosrjce
 
Toward accurate mobile sensor network localization in noisy environments
Toward accurate mobile sensor network localization in noisy environmentsToward accurate mobile sensor network localization in noisy environments
Toward accurate mobile sensor network localization in noisy environments
JPINFOTECH JAYAPRAKASH
 
Improvising Network life time of Wireless sensor networks using mobile data a...
Improvising Network life time of Wireless sensor networks using mobile data a...Improvising Network life time of Wireless sensor networks using mobile data a...
Improvising Network life time of Wireless sensor networks using mobile data a...
Editor IJCATR
 
Node Deployment in Homogeneous and Heterogeneous Wireless Sensor Network
Node Deployment in Homogeneous and Heterogeneous Wireless Sensor NetworkNode Deployment in Homogeneous and Heterogeneous Wireless Sensor Network
Node Deployment in Homogeneous and Heterogeneous Wireless Sensor Network
IJMTST Journal
 
A Fuzzy Based Priority Approach in Mobile Sensor Network Coverage
A Fuzzy Based Priority Approach in Mobile Sensor Network CoverageA Fuzzy Based Priority Approach in Mobile Sensor Network Coverage
A Fuzzy Based Priority Approach in Mobile Sensor Network Coverage
IDES Editor
 
Effective range free localization scheme for wireless sensor network
Effective range  free localization scheme for wireless sensor networkEffective range  free localization scheme for wireless sensor network
Effective range free localization scheme for wireless sensor network
ijmnct
 
AN IMPROVED DECENTRALIZED APPROACH FOR TRACKING MULTIPLE MOBILE TARGETS THROU...
AN IMPROVED DECENTRALIZED APPROACH FOR TRACKING MULTIPLE MOBILE TARGETS THROU...AN IMPROVED DECENTRALIZED APPROACH FOR TRACKING MULTIPLE MOBILE TARGETS THROU...
AN IMPROVED DECENTRALIZED APPROACH FOR TRACKING MULTIPLE MOBILE TARGETS THROU...
ijwmn
 
WIRELESS Visual SENSOR NETWORK
WIRELESS Visual SENSOR NETWORKWIRELESS Visual SENSOR NETWORK
WIRELESS Visual SENSOR NETWORK
Mohamed Hafez
 
Pp
PpPp
A2 l
A2 lA2 l
A2 l
boushamu
 
Energy efficient node deployment for target coverage in wireless sensor network
Energy efficient node deployment for target coverage in wireless sensor networkEnergy efficient node deployment for target coverage in wireless sensor network
Energy efficient node deployment for target coverage in wireless sensor network
Gaurang Rathod
 
An Enhanced Predictive Proportion using TMP Algorithm in WSN Navigation
An Enhanced Predictive Proportion using TMP Algorithm in WSN NavigationAn Enhanced Predictive Proportion using TMP Algorithm in WSN Navigation
An Enhanced Predictive Proportion using TMP Algorithm in WSN Navigation
IJCERT
 
Quality of Service Optimization in Realm of Green Monitoring using Broad Area...
Quality of Service Optimization in Realm of Green Monitoring using Broad Area...Quality of Service Optimization in Realm of Green Monitoring using Broad Area...
Quality of Service Optimization in Realm of Green Monitoring using Broad Area...
IOSR Journals
 
Multisensor Fusion and Integration - pres
Multisensor Fusion and Integration - presMultisensor Fusion and Integration - pres
Multisensor Fusion and Integration - presPraneel Chand
 
Node localization
Node localizationNode localization
Node localization
ad-hocnet
 
3 ijcse-01222-5
3 ijcse-01222-53 ijcse-01222-5
3 ijcse-01222-5
Shivlal Mewada
 
Single User Eigenvalue Based Detection For Spectrum Sensing In Cognitive Rad...
Single User Eigenvalue Based Detection For Spectrum Sensing In  Cognitive Rad...Single User Eigenvalue Based Detection For Spectrum Sensing In  Cognitive Rad...
Single User Eigenvalue Based Detection For Spectrum Sensing In Cognitive Rad...
IJMER
 

What's hot (20)

Float-based Pipeline Monitoring Network
Float-based Pipeline Monitoring NetworkFloat-based Pipeline Monitoring Network
Float-based Pipeline Monitoring Network
 
A Novel Three-Dimensional Adaptive Localization (T-Dial) Algorithm for Wirele...
A Novel Three-Dimensional Adaptive Localization (T-Dial) Algorithm for Wirele...A Novel Three-Dimensional Adaptive Localization (T-Dial) Algorithm for Wirele...
A Novel Three-Dimensional Adaptive Localization (T-Dial) Algorithm for Wirele...
 
Toward accurate mobile sensor network localization in noisy environments
Toward accurate mobile sensor network localization in noisy environmentsToward accurate mobile sensor network localization in noisy environments
Toward accurate mobile sensor network localization in noisy environments
 
Improvising Network life time of Wireless sensor networks using mobile data a...
Improvising Network life time of Wireless sensor networks using mobile data a...Improvising Network life time of Wireless sensor networks using mobile data a...
Improvising Network life time of Wireless sensor networks using mobile data a...
 
myPresentation
myPresentationmyPresentation
myPresentation
 
Node Deployment in Homogeneous and Heterogeneous Wireless Sensor Network
Node Deployment in Homogeneous and Heterogeneous Wireless Sensor NetworkNode Deployment in Homogeneous and Heterogeneous Wireless Sensor Network
Node Deployment in Homogeneous and Heterogeneous Wireless Sensor Network
 
A Fuzzy Based Priority Approach in Mobile Sensor Network Coverage
A Fuzzy Based Priority Approach in Mobile Sensor Network CoverageA Fuzzy Based Priority Approach in Mobile Sensor Network Coverage
A Fuzzy Based Priority Approach in Mobile Sensor Network Coverage
 
Effective range free localization scheme for wireless sensor network
Effective range  free localization scheme for wireless sensor networkEffective range  free localization scheme for wireless sensor network
Effective range free localization scheme for wireless sensor network
 
AN IMPROVED DECENTRALIZED APPROACH FOR TRACKING MULTIPLE MOBILE TARGETS THROU...
AN IMPROVED DECENTRALIZED APPROACH FOR TRACKING MULTIPLE MOBILE TARGETS THROU...AN IMPROVED DECENTRALIZED APPROACH FOR TRACKING MULTIPLE MOBILE TARGETS THROU...
AN IMPROVED DECENTRALIZED APPROACH FOR TRACKING MULTIPLE MOBILE TARGETS THROU...
 
WIRELESS Visual SENSOR NETWORK
WIRELESS Visual SENSOR NETWORKWIRELESS Visual SENSOR NETWORK
WIRELESS Visual SENSOR NETWORK
 
Pp
PpPp
Pp
 
A2 l
A2 lA2 l
A2 l
 
S0735272711100074_preview
S0735272711100074_previewS0735272711100074_preview
S0735272711100074_preview
 
Energy efficient node deployment for target coverage in wireless sensor network
Energy efficient node deployment for target coverage in wireless sensor networkEnergy efficient node deployment for target coverage in wireless sensor network
Energy efficient node deployment for target coverage in wireless sensor network
 
An Enhanced Predictive Proportion using TMP Algorithm in WSN Navigation
An Enhanced Predictive Proportion using TMP Algorithm in WSN NavigationAn Enhanced Predictive Proportion using TMP Algorithm in WSN Navigation
An Enhanced Predictive Proportion using TMP Algorithm in WSN Navigation
 
Quality of Service Optimization in Realm of Green Monitoring using Broad Area...
Quality of Service Optimization in Realm of Green Monitoring using Broad Area...Quality of Service Optimization in Realm of Green Monitoring using Broad Area...
Quality of Service Optimization in Realm of Green Monitoring using Broad Area...
 
Multisensor Fusion and Integration - pres
Multisensor Fusion and Integration - presMultisensor Fusion and Integration - pres
Multisensor Fusion and Integration - pres
 
Node localization
Node localizationNode localization
Node localization
 
3 ijcse-01222-5
3 ijcse-01222-53 ijcse-01222-5
3 ijcse-01222-5
 
Single User Eigenvalue Based Detection For Spectrum Sensing In Cognitive Rad...
Single User Eigenvalue Based Detection For Spectrum Sensing In  Cognitive Rad...Single User Eigenvalue Based Detection For Spectrum Sensing In  Cognitive Rad...
Single User Eigenvalue Based Detection For Spectrum Sensing In Cognitive Rad...
 

Viewers also liked

A Learning Automata Based Prediction Mechanism for Target Tracking in Wireles...
A Learning Automata Based Prediction Mechanism for Target Tracking in Wireles...A Learning Automata Based Prediction Mechanism for Target Tracking in Wireles...
A Learning Automata Based Prediction Mechanism for Target Tracking in Wireles...
International Journal of Computer and Communication System Engineering
 
A Fault tolerant system based on Genetic Algorithm for Target Tracking in Wir...
A Fault tolerant system based on Genetic Algorithm for Target Tracking in Wir...A Fault tolerant system based on Genetic Algorithm for Target Tracking in Wir...
A Fault tolerant system based on Genetic Algorithm for Target Tracking in Wir...
Editor IJCATR
 
Incremental clustering based object tracking in wireless sensor networks
Incremental clustering based object tracking in wireless sensor networksIncremental clustering based object tracking in wireless sensor networks
Incremental clustering based object tracking in wireless sensor networks
Sachin MS
 
Multisink based approach for continous object tracking wsn
Multisink based approach for continous object tracking  wsnMultisink based approach for continous object tracking  wsn
Multisink based approach for continous object tracking wsnSajida Imran
 
Local area prediction based mobile target tracking in wireless sensor networks
Local area prediction based mobile target tracking in wireless sensor networksLocal area prediction based mobile target tracking in wireless sensor networks
Local area prediction based mobile target tracking in wireless sensor networks
LogicMindtech Nologies
 
Cluster-based Target Tracking and Recovery Algorithm in Wireless Sensor Network
Cluster-based Target Tracking and Recovery Algorithm in Wireless Sensor NetworkCluster-based Target Tracking and Recovery Algorithm in Wireless Sensor Network
Cluster-based Target Tracking and Recovery Algorithm in Wireless Sensor NetworkIJASCSE
 
Energy efficient k target coverage in wireless sensor net-2
Energy efficient k target coverage in wireless sensor net-2Energy efficient k target coverage in wireless sensor net-2
Energy efficient k target coverage in wireless sensor net-2IAEME Publication
 
Coordinated and adaptive information collecting in target tracking wireless s...
Coordinated and adaptive information collecting in target tracking wireless s...Coordinated and adaptive information collecting in target tracking wireless s...
Coordinated and adaptive information collecting in target tracking wireless s...
LogicMindtech Nologies
 
Long-Range Wireless Sensor Networks for Geo-location Tracking: Design and Eva...
Long-Range Wireless Sensor Networks for Geo-location Tracking: Design and Eva...Long-Range Wireless Sensor Networks for Geo-location Tracking: Design and Eva...
Long-Range Wireless Sensor Networks for Geo-location Tracking: Design and Eva...
Ahmad Muzaffar Baharudin
 
MULTIPLE CHOICE QUESTIONS WITH ANSWERS ON WIRELESS SENSOR NETWORKS
MULTIPLE CHOICE QUESTIONS WITH ANSWERS ON WIRELESS SENSOR NETWORKSMULTIPLE CHOICE QUESTIONS WITH ANSWERS ON WIRELESS SENSOR NETWORKS
MULTIPLE CHOICE QUESTIONS WITH ANSWERS ON WIRELESS SENSOR NETWORKS
vtunotesbysree
 
Wireless sensor network report
Wireless sensor network reportWireless sensor network report
Wireless sensor network report
Ganesh Khadsan
 
Seminar report on WSN technology
Seminar report on WSN technologySeminar report on WSN technology
Seminar report on WSN technologyKapil Dev
 
Wireless Sensor Networks
Wireless Sensor NetworksWireless Sensor Networks
Wireless Sensor Networks
Pradipta Ghosh
 
IoT-LPWAN LoRa Geoloc - sagemcom - m2m-innovationworld_geotrack
IoT-LPWAN LoRa Geoloc - sagemcom - m2m-innovationworld_geotrackIoT-LPWAN LoRa Geoloc - sagemcom - m2m-innovationworld_geotrack
IoT-LPWAN LoRa Geoloc - sagemcom - m2m-innovationworld_geotrack
Thierry Lestable
 
Power Saving in Wireless Sensor Networks
Power Saving in Wireless Sensor NetworksPower Saving in Wireless Sensor Networks
Power Saving in Wireless Sensor Networks
Mshari Alabdulkarim
 
Wireless Sensor Networks
Wireless Sensor NetworksWireless Sensor Networks
Wireless Sensor Networksrajatmal4
 

Viewers also liked (17)

A Learning Automata Based Prediction Mechanism for Target Tracking in Wireles...
A Learning Automata Based Prediction Mechanism for Target Tracking in Wireles...A Learning Automata Based Prediction Mechanism for Target Tracking in Wireles...
A Learning Automata Based Prediction Mechanism for Target Tracking in Wireles...
 
A Fault tolerant system based on Genetic Algorithm for Target Tracking in Wir...
A Fault tolerant system based on Genetic Algorithm for Target Tracking in Wir...A Fault tolerant system based on Genetic Algorithm for Target Tracking in Wir...
A Fault tolerant system based on Genetic Algorithm for Target Tracking in Wir...
 
Targettracking
TargettrackingTargettracking
Targettracking
 
Incremental clustering based object tracking in wireless sensor networks
Incremental clustering based object tracking in wireless sensor networksIncremental clustering based object tracking in wireless sensor networks
Incremental clustering based object tracking in wireless sensor networks
 
Multisink based approach for continous object tracking wsn
Multisink based approach for continous object tracking  wsnMultisink based approach for continous object tracking  wsn
Multisink based approach for continous object tracking wsn
 
Local area prediction based mobile target tracking in wireless sensor networks
Local area prediction based mobile target tracking in wireless sensor networksLocal area prediction based mobile target tracking in wireless sensor networks
Local area prediction based mobile target tracking in wireless sensor networks
 
Cluster-based Target Tracking and Recovery Algorithm in Wireless Sensor Network
Cluster-based Target Tracking and Recovery Algorithm in Wireless Sensor NetworkCluster-based Target Tracking and Recovery Algorithm in Wireless Sensor Network
Cluster-based Target Tracking and Recovery Algorithm in Wireless Sensor Network
 
Energy efficient k target coverage in wireless sensor net-2
Energy efficient k target coverage in wireless sensor net-2Energy efficient k target coverage in wireless sensor net-2
Energy efficient k target coverage in wireless sensor net-2
 
Coordinated and adaptive information collecting in target tracking wireless s...
Coordinated and adaptive information collecting in target tracking wireless s...Coordinated and adaptive information collecting in target tracking wireless s...
Coordinated and adaptive information collecting in target tracking wireless s...
 
Long-Range Wireless Sensor Networks for Geo-location Tracking: Design and Eva...
Long-Range Wireless Sensor Networks for Geo-location Tracking: Design and Eva...Long-Range Wireless Sensor Networks for Geo-location Tracking: Design and Eva...
Long-Range Wireless Sensor Networks for Geo-location Tracking: Design and Eva...
 
MULTIPLE CHOICE QUESTIONS WITH ANSWERS ON WIRELESS SENSOR NETWORKS
MULTIPLE CHOICE QUESTIONS WITH ANSWERS ON WIRELESS SENSOR NETWORKSMULTIPLE CHOICE QUESTIONS WITH ANSWERS ON WIRELESS SENSOR NETWORKS
MULTIPLE CHOICE QUESTIONS WITH ANSWERS ON WIRELESS SENSOR NETWORKS
 
Wireless sensor network report
Wireless sensor network reportWireless sensor network report
Wireless sensor network report
 
Seminar report on WSN technology
Seminar report on WSN technologySeminar report on WSN technology
Seminar report on WSN technology
 
Wireless Sensor Networks
Wireless Sensor NetworksWireless Sensor Networks
Wireless Sensor Networks
 
IoT-LPWAN LoRa Geoloc - sagemcom - m2m-innovationworld_geotrack
IoT-LPWAN LoRa Geoloc - sagemcom - m2m-innovationworld_geotrackIoT-LPWAN LoRa Geoloc - sagemcom - m2m-innovationworld_geotrack
IoT-LPWAN LoRa Geoloc - sagemcom - m2m-innovationworld_geotrack
 
Power Saving in Wireless Sensor Networks
Power Saving in Wireless Sensor NetworksPower Saving in Wireless Sensor Networks
Power Saving in Wireless Sensor Networks
 
Wireless Sensor Networks
Wireless Sensor NetworksWireless Sensor Networks
Wireless Sensor Networks
 

Similar to JPN1414 Distributed Deployment Algorithms for Improved Coverage in a Network of Wireless Mobile Sensors

N017318992
N017318992N017318992
N017318992
IOSR Journals
 
Matlab 2013 14 papers astract
Matlab 2013 14 papers astractMatlab 2013 14 papers astract
Matlab 2013 14 papers astract
IGEEKS TECHNOLOGIES
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
IJERD Editor
 
Accurate and Energy-Efficient Range-Free Localization for Mobile Sensor Networks
Accurate and Energy-Efficient Range-Free Localization for Mobile Sensor NetworksAccurate and Energy-Efficient Range-Free Localization for Mobile Sensor Networks
Accurate and Energy-Efficient Range-Free Localization for Mobile Sensor Networks
ambitlick
 
Wireless applications in various areas
Wireless applications in various areasWireless applications in various areas
Wireless applications in various areas
Amulya Anu
 
Volume 2-issue-6-2102-2107
Volume 2-issue-6-2102-2107Volume 2-issue-6-2102-2107
Volume 2-issue-6-2102-2107Editor IJARCET
 
Volume 2-issue-6-2102-2107
Volume 2-issue-6-2102-2107Volume 2-issue-6-2102-2107
Volume 2-issue-6-2102-2107Editor IJARCET
 
Defending Reactive Jammers in WSN using a Trigger Identification Service.
Defending Reactive Jammers in WSN using a Trigger Identification Service.Defending Reactive Jammers in WSN using a Trigger Identification Service.
Defending Reactive Jammers in WSN using a Trigger Identification Service.
ijsrd.com
 
A detection & prevention of wormhole attack in wsn project abstract
A detection & prevention of wormhole attack in wsn project abstractA detection & prevention of wormhole attack in wsn project abstract
A detection & prevention of wormhole attack in wsn project abstract
vishnuRajan20
 
International Journal of Engineering Research and Development (IJERD)
 International Journal of Engineering Research and Development (IJERD) International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)
IJERD Editor
 
International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)
IJERD Editor
 
Identification of Port-Scans in Honeypot Traffic Using Unsupervised Anomaly D...
Identification of Port-Scans in Honeypot Traffic Using Unsupervised Anomaly D...Identification of Port-Scans in Honeypot Traffic Using Unsupervised Anomaly D...
Identification of Port-Scans in Honeypot Traffic Using Unsupervised Anomaly D...
Alexander Zhdanov
 
Range Free Localization using Expected Hop Progress in Wireless Sensor Network
Range Free Localization using Expected Hop Progress in Wireless Sensor NetworkRange Free Localization using Expected Hop Progress in Wireless Sensor Network
Range Free Localization using Expected Hop Progress in Wireless Sensor Network
AM Publications
 
2013 2014 ieee projects titles with abstract
2013 2014 ieee projects titles with abstract2013 2014 ieee projects titles with abstract
2013 2014 ieee projects titles with abstract
Mukundhan Elumalai
 
An Ant colony optimization algorithm to solve the broken link problem in wire...
An Ant colony optimization algorithm to solve the broken link problem in wire...An Ant colony optimization algorithm to solve the broken link problem in wire...
An Ant colony optimization algorithm to solve the broken link problem in wire...
IJERA Editor
 
A Novel Range-Free Localization Scheme for Wireless Sensor Networks
A Novel Range-Free Localization Scheme for Wireless Sensor NetworksA Novel Range-Free Localization Scheme for Wireless Sensor Networks
A Novel Range-Free Localization Scheme for Wireless Sensor Networks
GiselleginaGloria
 
An Efficient Approach for Multi-Target Tracking in Sensor Networks using Ant ...
An Efficient Approach for Multi-Target Tracking in Sensor Networks using Ant ...An Efficient Approach for Multi-Target Tracking in Sensor Networks using Ant ...
An Efficient Approach for Multi-Target Tracking in Sensor Networks using Ant ...
ijsrd.com
 
Parallel and-distributed-system-ieee-2014-projects
Parallel and-distributed-system-ieee-2014-projectsParallel and-distributed-system-ieee-2014-projects
Parallel and-distributed-system-ieee-2014-projects
Vijay Karan
 
Parallel and Distributed System IEEE 2014 Projects
Parallel and Distributed System IEEE 2014 ProjectsParallel and Distributed System IEEE 2014 Projects
Parallel and Distributed System IEEE 2014 Projects
Vijay Karan
 
L1102017479
L1102017479L1102017479
L1102017479
IOSR Journals
 

Similar to JPN1414 Distributed Deployment Algorithms for Improved Coverage in a Network of Wireless Mobile Sensors (20)

N017318992
N017318992N017318992
N017318992
 
Matlab 2013 14 papers astract
Matlab 2013 14 papers astractMatlab 2013 14 papers astract
Matlab 2013 14 papers astract
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
 
Accurate and Energy-Efficient Range-Free Localization for Mobile Sensor Networks
Accurate and Energy-Efficient Range-Free Localization for Mobile Sensor NetworksAccurate and Energy-Efficient Range-Free Localization for Mobile Sensor Networks
Accurate and Energy-Efficient Range-Free Localization for Mobile Sensor Networks
 
Wireless applications in various areas
Wireless applications in various areasWireless applications in various areas
Wireless applications in various areas
 
Volume 2-issue-6-2102-2107
Volume 2-issue-6-2102-2107Volume 2-issue-6-2102-2107
Volume 2-issue-6-2102-2107
 
Volume 2-issue-6-2102-2107
Volume 2-issue-6-2102-2107Volume 2-issue-6-2102-2107
Volume 2-issue-6-2102-2107
 
Defending Reactive Jammers in WSN using a Trigger Identification Service.
Defending Reactive Jammers in WSN using a Trigger Identification Service.Defending Reactive Jammers in WSN using a Trigger Identification Service.
Defending Reactive Jammers in WSN using a Trigger Identification Service.
 
A detection & prevention of wormhole attack in wsn project abstract
A detection & prevention of wormhole attack in wsn project abstractA detection & prevention of wormhole attack in wsn project abstract
A detection & prevention of wormhole attack in wsn project abstract
 
International Journal of Engineering Research and Development (IJERD)
 International Journal of Engineering Research and Development (IJERD) International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)
 
International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)
 
Identification of Port-Scans in Honeypot Traffic Using Unsupervised Anomaly D...
Identification of Port-Scans in Honeypot Traffic Using Unsupervised Anomaly D...Identification of Port-Scans in Honeypot Traffic Using Unsupervised Anomaly D...
Identification of Port-Scans in Honeypot Traffic Using Unsupervised Anomaly D...
 
Range Free Localization using Expected Hop Progress in Wireless Sensor Network
Range Free Localization using Expected Hop Progress in Wireless Sensor NetworkRange Free Localization using Expected Hop Progress in Wireless Sensor Network
Range Free Localization using Expected Hop Progress in Wireless Sensor Network
 
2013 2014 ieee projects titles with abstract
2013 2014 ieee projects titles with abstract2013 2014 ieee projects titles with abstract
2013 2014 ieee projects titles with abstract
 
An Ant colony optimization algorithm to solve the broken link problem in wire...
An Ant colony optimization algorithm to solve the broken link problem in wire...An Ant colony optimization algorithm to solve the broken link problem in wire...
An Ant colony optimization algorithm to solve the broken link problem in wire...
 
A Novel Range-Free Localization Scheme for Wireless Sensor Networks
A Novel Range-Free Localization Scheme for Wireless Sensor NetworksA Novel Range-Free Localization Scheme for Wireless Sensor Networks
A Novel Range-Free Localization Scheme for Wireless Sensor Networks
 
An Efficient Approach for Multi-Target Tracking in Sensor Networks using Ant ...
An Efficient Approach for Multi-Target Tracking in Sensor Networks using Ant ...An Efficient Approach for Multi-Target Tracking in Sensor Networks using Ant ...
An Efficient Approach for Multi-Target Tracking in Sensor Networks using Ant ...
 
Parallel and-distributed-system-ieee-2014-projects
Parallel and-distributed-system-ieee-2014-projectsParallel and-distributed-system-ieee-2014-projects
Parallel and-distributed-system-ieee-2014-projects
 
Parallel and Distributed System IEEE 2014 Projects
Parallel and Distributed System IEEE 2014 ProjectsParallel and Distributed System IEEE 2014 Projects
Parallel and Distributed System IEEE 2014 Projects
 
L1102017479
L1102017479L1102017479
L1102017479
 

More from chennaijp

JPEEE1440 Cascaded Two-Level Inverter-Based Multilevel STATCOM for High-Pow...
JPEEE1440   Cascaded Two-Level Inverter-Based Multilevel STATCOM for High-Pow...JPEEE1440   Cascaded Two-Level Inverter-Based Multilevel STATCOM for High-Pow...
JPEEE1440 Cascaded Two-Level Inverter-Based Multilevel STATCOM for High-Pow...
chennaijp
 
JPN1423 Stars a Statistical Traffic Pattern
JPN1423   Stars a Statistical Traffic PatternJPN1423   Stars a Statistical Traffic Pattern
JPN1423 Stars a Statistical Traffic Pattern
chennaijp
 
JPN1422 Defending Against Collaborative Attacks by Malicious Nodes in MANETs...
JPN1422  Defending Against Collaborative Attacks by Malicious Nodes in MANETs...JPN1422  Defending Against Collaborative Attacks by Malicious Nodes in MANETs...
JPN1422 Defending Against Collaborative Attacks by Malicious Nodes in MANETs...
chennaijp
 
JPN1420 Joint Routing and Medium Access Control in Fixed Random Access Wire...
JPN1420   Joint Routing and Medium Access Control in Fixed Random Access Wire...JPN1420   Joint Routing and Medium Access Control in Fixed Random Access Wire...
JPN1420 Joint Routing and Medium Access Control in Fixed Random Access Wire...
chennaijp
 
JPN1418 PSR: A Lightweight Proactive Source Routing Protocol For Mobile Ad H...
JPN1418  PSR: A Lightweight Proactive Source Routing Protocol For Mobile Ad H...JPN1418  PSR: A Lightweight Proactive Source Routing Protocol For Mobile Ad H...
JPN1418 PSR: A Lightweight Proactive Source Routing Protocol For Mobile Ad H...
chennaijp
 
JPN1417 AASR: An Authenticated Anonymous Secure Routing Protocol for MANETs ...
JPN1417  AASR: An Authenticated Anonymous Secure Routing Protocol for MANETs ...JPN1417  AASR: An Authenticated Anonymous Secure Routing Protocol for MANETs ...
JPN1417 AASR: An Authenticated Anonymous Secure Routing Protocol for MANETs ...
chennaijp
 
JPN1416 Sleep Scheduling for Geographic Routing in Duty-Cycled Mobile Sensor...
JPN1416  Sleep Scheduling for Geographic Routing in Duty-Cycled Mobile Sensor...JPN1416  Sleep Scheduling for Geographic Routing in Duty-Cycled Mobile Sensor...
JPN1416 Sleep Scheduling for Geographic Routing in Duty-Cycled Mobile Sensor...
chennaijp
 
JPN1415 R3E: Reliable Reactive Routing Enhancement for Wireless Sensor Netw...
JPN1415   R3E: Reliable Reactive Routing Enhancement for Wireless Sensor Netw...JPN1415   R3E: Reliable Reactive Routing Enhancement for Wireless Sensor Netw...
JPN1415 R3E: Reliable Reactive Routing Enhancement for Wireless Sensor Netw...
chennaijp
 
JPN1411 Secure Continuous Aggregation in Wireless Sensor Networks
JPN1411   Secure Continuous Aggregation in Wireless Sensor NetworksJPN1411   Secure Continuous Aggregation in Wireless Sensor Networks
JPN1411 Secure Continuous Aggregation in Wireless Sensor Networks
chennaijp
 
JPN1413 An Energy-Balanced Routing Method Based on Forward-Aware Factor for...
JPN1413   An Energy-Balanced Routing Method Based on Forward-Aware Factor for...JPN1413   An Energy-Balanced Routing Method Based on Forward-Aware Factor for...
JPN1413 An Energy-Balanced Routing Method Based on Forward-Aware Factor for...
chennaijp
 
JPN1412 Transmission-Efficient Clustering Method for Wireless Sensor Networ...
JPN1412   Transmission-Efficient Clustering Method for Wireless Sensor Networ...JPN1412   Transmission-Efficient Clustering Method for Wireless Sensor Networ...
JPN1412 Transmission-Efficient Clustering Method for Wireless Sensor Networ...
chennaijp
 
JPN1410 Secure and Efficient Data Transmission for Cluster-Based Wireless Se...
JPN1410  Secure and Efficient Data Transmission for Cluster-Based Wireless Se...JPN1410  Secure and Efficient Data Transmission for Cluster-Based Wireless Se...
JPN1410 Secure and Efficient Data Transmission for Cluster-Based Wireless Se...
chennaijp
 
JPN1409 Neighbor Table Based Shortcut Tree Routing in ZigBee Wireless Networks
JPN1409  Neighbor Table Based Shortcut Tree Routing in ZigBee Wireless NetworksJPN1409  Neighbor Table Based Shortcut Tree Routing in ZigBee Wireless Networks
JPN1409 Neighbor Table Based Shortcut Tree Routing in ZigBee Wireless Networks
chennaijp
 
JPN1408 Hop-by-Hop Message Authentication and Source Privacy in Wireless Sen...
JPN1408  Hop-by-Hop Message Authentication and Source Privacy in Wireless Sen...JPN1408  Hop-by-Hop Message Authentication and Source Privacy in Wireless Sen...
JPN1408 Hop-by-Hop Message Authentication and Source Privacy in Wireless Sen...
chennaijp
 
JPN1406 Snapshot and Continuous Data Collection in Probabilistic Wireless S...
JPN1406   Snapshot and Continuous Data Collection in Probabilistic Wireless S...JPN1406   Snapshot and Continuous Data Collection in Probabilistic Wireless S...
JPN1406 Snapshot and Continuous Data Collection in Probabilistic Wireless S...
chennaijp
 
JPN1405 RBTP: Low-Power Mobile Discovery Protocol through Recursive Binary T...
JPN1405  RBTP: Low-Power Mobile Discovery Protocol through Recursive Binary T...JPN1405  RBTP: Low-Power Mobile Discovery Protocol through Recursive Binary T...
JPN1405 RBTP: Low-Power Mobile Discovery Protocol through Recursive Binary T...
chennaijp
 
JPN1404 Optimal Multicast Capacity and Delay Tradeoffs in MANETs
JPN1404 Optimal Multicast Capacity and Delay Tradeoffs in MANETsJPN1404 Optimal Multicast Capacity and Delay Tradeoffs in MANETs
JPN1404 Optimal Multicast Capacity and Delay Tradeoffs in MANETs
chennaijp
 
JPM1410 Images as Occlusions of Textures: A Framework for Segmentation
JPM1410   Images as Occlusions of Textures: A Framework for SegmentationJPM1410   Images as Occlusions of Textures: A Framework for Segmentation
JPM1410 Images as Occlusions of Textures: A Framework for Segmentation
chennaijp
 
JPM1407 Exposing Digital Image Forgeries by Illumination Color Classification
JPM1407   Exposing Digital Image Forgeries by Illumination Color ClassificationJPM1407   Exposing Digital Image Forgeries by Illumination Color Classification
JPM1407 Exposing Digital Image Forgeries by Illumination Color Classification
chennaijp
 
JPM1417 Characterness: An Indicator of Text in the Wild
JPM1417   Characterness: An Indicator of Text in the WildJPM1417   Characterness: An Indicator of Text in the Wild
JPM1417 Characterness: An Indicator of Text in the Wild
chennaijp
 

More from chennaijp (20)

JPEEE1440 Cascaded Two-Level Inverter-Based Multilevel STATCOM for High-Pow...
JPEEE1440   Cascaded Two-Level Inverter-Based Multilevel STATCOM for High-Pow...JPEEE1440   Cascaded Two-Level Inverter-Based Multilevel STATCOM for High-Pow...
JPEEE1440 Cascaded Two-Level Inverter-Based Multilevel STATCOM for High-Pow...
 
JPN1423 Stars a Statistical Traffic Pattern
JPN1423   Stars a Statistical Traffic PatternJPN1423   Stars a Statistical Traffic Pattern
JPN1423 Stars a Statistical Traffic Pattern
 
JPN1422 Defending Against Collaborative Attacks by Malicious Nodes in MANETs...
JPN1422  Defending Against Collaborative Attacks by Malicious Nodes in MANETs...JPN1422  Defending Against Collaborative Attacks by Malicious Nodes in MANETs...
JPN1422 Defending Against Collaborative Attacks by Malicious Nodes in MANETs...
 
JPN1420 Joint Routing and Medium Access Control in Fixed Random Access Wire...
JPN1420   Joint Routing and Medium Access Control in Fixed Random Access Wire...JPN1420   Joint Routing and Medium Access Control in Fixed Random Access Wire...
JPN1420 Joint Routing and Medium Access Control in Fixed Random Access Wire...
 
JPN1418 PSR: A Lightweight Proactive Source Routing Protocol For Mobile Ad H...
JPN1418  PSR: A Lightweight Proactive Source Routing Protocol For Mobile Ad H...JPN1418  PSR: A Lightweight Proactive Source Routing Protocol For Mobile Ad H...
JPN1418 PSR: A Lightweight Proactive Source Routing Protocol For Mobile Ad H...
 
JPN1417 AASR: An Authenticated Anonymous Secure Routing Protocol for MANETs ...
JPN1417  AASR: An Authenticated Anonymous Secure Routing Protocol for MANETs ...JPN1417  AASR: An Authenticated Anonymous Secure Routing Protocol for MANETs ...
JPN1417 AASR: An Authenticated Anonymous Secure Routing Protocol for MANETs ...
 
JPN1416 Sleep Scheduling for Geographic Routing in Duty-Cycled Mobile Sensor...
JPN1416  Sleep Scheduling for Geographic Routing in Duty-Cycled Mobile Sensor...JPN1416  Sleep Scheduling for Geographic Routing in Duty-Cycled Mobile Sensor...
JPN1416 Sleep Scheduling for Geographic Routing in Duty-Cycled Mobile Sensor...
 
JPN1415 R3E: Reliable Reactive Routing Enhancement for Wireless Sensor Netw...
JPN1415   R3E: Reliable Reactive Routing Enhancement for Wireless Sensor Netw...JPN1415   R3E: Reliable Reactive Routing Enhancement for Wireless Sensor Netw...
JPN1415 R3E: Reliable Reactive Routing Enhancement for Wireless Sensor Netw...
 
JPN1411 Secure Continuous Aggregation in Wireless Sensor Networks
JPN1411   Secure Continuous Aggregation in Wireless Sensor NetworksJPN1411   Secure Continuous Aggregation in Wireless Sensor Networks
JPN1411 Secure Continuous Aggregation in Wireless Sensor Networks
 
JPN1413 An Energy-Balanced Routing Method Based on Forward-Aware Factor for...
JPN1413   An Energy-Balanced Routing Method Based on Forward-Aware Factor for...JPN1413   An Energy-Balanced Routing Method Based on Forward-Aware Factor for...
JPN1413 An Energy-Balanced Routing Method Based on Forward-Aware Factor for...
 
JPN1412 Transmission-Efficient Clustering Method for Wireless Sensor Networ...
JPN1412   Transmission-Efficient Clustering Method for Wireless Sensor Networ...JPN1412   Transmission-Efficient Clustering Method for Wireless Sensor Networ...
JPN1412 Transmission-Efficient Clustering Method for Wireless Sensor Networ...
 
JPN1410 Secure and Efficient Data Transmission for Cluster-Based Wireless Se...
JPN1410  Secure and Efficient Data Transmission for Cluster-Based Wireless Se...JPN1410  Secure and Efficient Data Transmission for Cluster-Based Wireless Se...
JPN1410 Secure and Efficient Data Transmission for Cluster-Based Wireless Se...
 
JPN1409 Neighbor Table Based Shortcut Tree Routing in ZigBee Wireless Networks
JPN1409  Neighbor Table Based Shortcut Tree Routing in ZigBee Wireless NetworksJPN1409  Neighbor Table Based Shortcut Tree Routing in ZigBee Wireless Networks
JPN1409 Neighbor Table Based Shortcut Tree Routing in ZigBee Wireless Networks
 
JPN1408 Hop-by-Hop Message Authentication and Source Privacy in Wireless Sen...
JPN1408  Hop-by-Hop Message Authentication and Source Privacy in Wireless Sen...JPN1408  Hop-by-Hop Message Authentication and Source Privacy in Wireless Sen...
JPN1408 Hop-by-Hop Message Authentication and Source Privacy in Wireless Sen...
 
JPN1406 Snapshot and Continuous Data Collection in Probabilistic Wireless S...
JPN1406   Snapshot and Continuous Data Collection in Probabilistic Wireless S...JPN1406   Snapshot and Continuous Data Collection in Probabilistic Wireless S...
JPN1406 Snapshot and Continuous Data Collection in Probabilistic Wireless S...
 
JPN1405 RBTP: Low-Power Mobile Discovery Protocol through Recursive Binary T...
JPN1405  RBTP: Low-Power Mobile Discovery Protocol through Recursive Binary T...JPN1405  RBTP: Low-Power Mobile Discovery Protocol through Recursive Binary T...
JPN1405 RBTP: Low-Power Mobile Discovery Protocol through Recursive Binary T...
 
JPN1404 Optimal Multicast Capacity and Delay Tradeoffs in MANETs
JPN1404 Optimal Multicast Capacity and Delay Tradeoffs in MANETsJPN1404 Optimal Multicast Capacity and Delay Tradeoffs in MANETs
JPN1404 Optimal Multicast Capacity and Delay Tradeoffs in MANETs
 
JPM1410 Images as Occlusions of Textures: A Framework for Segmentation
JPM1410   Images as Occlusions of Textures: A Framework for SegmentationJPM1410   Images as Occlusions of Textures: A Framework for Segmentation
JPM1410 Images as Occlusions of Textures: A Framework for Segmentation
 
JPM1407 Exposing Digital Image Forgeries by Illumination Color Classification
JPM1407   Exposing Digital Image Forgeries by Illumination Color ClassificationJPM1407   Exposing Digital Image Forgeries by Illumination Color Classification
JPM1407 Exposing Digital Image Forgeries by Illumination Color Classification
 
JPM1417 Characterness: An Indicator of Text in the Wild
JPM1417   Characterness: An Indicator of Text in the WildJPM1417   Characterness: An Indicator of Text in the Wild
JPM1417 Characterness: An Indicator of Text in the Wild
 

Recently uploaded

ethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.pptethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.ppt
Jayaprasanna4
 
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdfAKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
SamSarthak3
 
Investor-Presentation-Q1FY2024 investor presentation document.pptx
Investor-Presentation-Q1FY2024 investor presentation document.pptxInvestor-Presentation-Q1FY2024 investor presentation document.pptx
Investor-Presentation-Q1FY2024 investor presentation document.pptx
AmarGB2
 
AP LAB PPT.pdf ap lab ppt no title specific
AP LAB PPT.pdf ap lab ppt no title specificAP LAB PPT.pdf ap lab ppt no title specific
AP LAB PPT.pdf ap lab ppt no title specific
BrazilAccount1
 
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
Amil Baba Dawood bangali
 
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdfHybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
fxintegritypublishin
 
Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024
Massimo Talia
 
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxCFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
R&R Consult
 
Gen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdfGen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdf
gdsczhcet
 
CME397 Surface Engineering- Professional Elective
CME397 Surface Engineering- Professional ElectiveCME397 Surface Engineering- Professional Elective
CME397 Surface Engineering- Professional Elective
karthi keyan
 
power quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptxpower quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptx
ViniHema
 
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
AJAYKUMARPUND1
 
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
Dr.Costas Sachpazis
 
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
thanhdowork
 
HYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generationHYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generation
Robbie Edward Sayers
 
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
ydteq
 
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang,  ICLR 2024, MLILAB, KAIST AI.pdfJ.Yang,  ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
MLILAB
 
MCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdfMCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdf
Osamah Alsalih
 
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
bakpo1
 
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&BDesign and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Sreedhar Chowdam
 

Recently uploaded (20)

ethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.pptethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.ppt
 
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdfAKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
 
Investor-Presentation-Q1FY2024 investor presentation document.pptx
Investor-Presentation-Q1FY2024 investor presentation document.pptxInvestor-Presentation-Q1FY2024 investor presentation document.pptx
Investor-Presentation-Q1FY2024 investor presentation document.pptx
 
AP LAB PPT.pdf ap lab ppt no title specific
AP LAB PPT.pdf ap lab ppt no title specificAP LAB PPT.pdf ap lab ppt no title specific
AP LAB PPT.pdf ap lab ppt no title specific
 
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
 
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdfHybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
 
Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024
 
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxCFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
 
Gen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdfGen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdf
 
CME397 Surface Engineering- Professional Elective
CME397 Surface Engineering- Professional ElectiveCME397 Surface Engineering- Professional Elective
CME397 Surface Engineering- Professional Elective
 
power quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptxpower quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptx
 
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
 
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
 
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
 
HYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generationHYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generation
 
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
 
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang,  ICLR 2024, MLILAB, KAIST AI.pdfJ.Yang,  ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
 
MCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdfMCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdf
 
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
 
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&BDesign and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
 

JPN1414 Distributed Deployment Algorithms for Improved Coverage in a Network of Wireless Mobile Sensors

  • 1. Distributed Deployment Algorithms for Improved Coverage in a Network of Wireless Mobile Sensors ABSTRACT: In this paper, efficient sensor deployment strategies are developed to increase coverage in wireless mobile sensor networks. The sensors find coverage holes within their Voronoi polygons and then move in an appropriate direction to minimize them. Novel edge-based and vertex-based strategies are introduced, and their performances are compared with existing techniques. The proposed movement strategies are based on the distances of each sensor and the points inside its Voronoi polygon from the edges or vertices of the polygon. Simulations confirm the effectiveness of the proposed deployment algorithms and their superiority to the techniques reported in the literature. EXISTING SYSTEM: The basic protocol approach is proposed, where the sensors find their final destination using an iterative procedure. An alternative technique, namely virtual movement protocol, is proposed in which does not require the sensors to move physically unless the communication cost is too high or the final destinations are determined. Three distributed self-deployment algorithms are subsequently
  • 2. proposed to determine the final destination of the sensors: 1) VOR (Voronoi-based algorithm); 2) VEC (vector-based algorithm); and 3) Minimax. In the VOR algorithm, the distance of each sensor from the vertices of its Voronoi polygon is obtained, and the desired location for the sensor is calculated accordingly. The VEC algorithm, on the other hand, is a “proactive” strategy under which the sensors are relocated to achieve an even distribution in the sensing field. DISADVANTAGES OF EXISTING SYSTEM:  The above techniques are effective in terms of coverage, they suffer from a number of short-comings.  Sensing coverage achieved by the VEC algorithm may not be satisfactory compared with other methods, when there is a relatively large number of sensors in the network. PROPOSED SYSTEM: In this paper, four new techniques are introduced to increase coverage in a mobile sensor network. The Maxmin-vertex and Maxmin-edge algorithms tend to maximize the minimum distance of every sensor from the vertices and edges,
  • 3. respectively, of its Voronoi polygon. The Minimax-edge algorithm, on the other hand, tends to minimize the maximum distance of every sensor from the edges of its Voronoi polygon. Finally, the VEDGE algorithm is a combination of the Maxmin-edge algorithm (as an edge-based technique) and the Minimax algorithm (as a vertex-based technique). The main characteristic of these algorithms is that the sensor movement is performed iteratively, and the coverage is guaranteed to increase after each iteration. ADVANTAGES OF PROPOSED SYSTEM:  The proposed techniques are evaluated by simulation in terms of coverage performance, convergence rate, and energy-efficiency more when compared to previous approaches.  This function assists in sending the bait address to entice the malicious nodes and to utilize the reverse tracing program of the CBDS to detect the exact addresses of malicious nodes.
  • 4. SYSTEM REQUIREMENTS: HARDWARE REQUIREMENTS:  System : Pentium IV 2.4 GHz.  Hard Disk : 40 GB.  Floppy Drive : 1.44 Mb.  Monitor : 15 VGA Colour.  Mouse : Logitech.  Ram : 512 Mb. SOFTWARE REQUIREMENTS:  Operating system : Windows XP/7/LINUX.  Implementation : NS2  NS2 Version : NS2.2.28  Front End : OTCL (Object Oriented Tool Command Language)  Tool : Cygwin (To simulate in Windows OS)
  • 5. REFERENCE: Hamid Mahboubi, Member, IEEE, Kaveh Moezzi, Member, IEEE, Amir G. Aghdam, Senior Member, IEEE, Kamran Sayrafian-Pour, Senior Member, IEEE, and Vladimir Marbukh, Senior Member, IEEE, “Distributed Deployment Algorithms for Improved Coverage in a Network of Wireless Mobile Sensors”, IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, VOL. 10, NO. 1, FEBRUARY 2014.