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