DocumentCode :
2464279
Title :
Constraint-based sensor network nodes particle swarm search localization algorithm
Author :
Shu-wang, Zhou ; Ying-long, Wang ; Qiang, Guo ; Nuo, Wei
Author_Institution :
Shandong Computer Science Center Jinan 250014, China
fYear :
2010
fDate :
14-16 April 2010
Firstpage :
448
Lastpage :
451
Abstract :
A constraint-based sensor network nodes particle swarm search localization algorithm (CPL) is presented. First of all, a constraint domain of an unknown node must be determined; Then the positions which meet specific criteria is searched out by particle swarm optimization algorithm and the searching results within the constraint domain are recorded; Finally, the unknown node´s localization can be obtained by calculating the average recording results. As is shown in the experiment results, CPL has strong robustness, and comparing with normal schemes such as least square method (LS), CPL´s positioning accuracy can improve 50% when the ranging error is 35%.
Keywords :
Collaborative work; Computational modeling; Computer networks; Least squares methods; Monitoring; Particle swarm optimization; Robustness; Signal processing; Spread spectrum communication; Wireless sensor networks; constraint domain; node localization; particle swarm optimization (PSO); wireless sensor networks (WSNs);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Supported Cooperative Work in Design (CSCWD), 2010 14th International Conference on
Conference_Location :
Shanghai, China
Print_ISBN :
978-1-4244-6763-1
Type :
conf
DOI :
10.1109/CSCWD.2010.5471932
Filename :
5471932
Link To Document :
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