DocumentCode :
3765952
Title :
AN improved DV-Hop location algorithm based on composite Particle Swarm Optimization
Author :
Chuan Cheng; Zhiqiang Gao; Lixia Liu; Qiwu Wu
Author_Institution :
Department of Information Engineering, Engineering University of CAPF, Xi ´an, 710086, China
fYear :
2015
Firstpage :
1
Lastpage :
4
Abstract :
In order to improve the accuracy of node location in wireless sensor networks (WSNs), an intelligent location algorithm based on composite Particle Swarm Optimization (PSO) is proposed for DV-Hop. The problem of uncertain location is transformed into a multi-dimension optimization problem after the process of maximum likelihood method. Moreover, satisfactory accuracy of location is obtained with the advantage of composite PSO in NP problems. The experiment results show that, our proposed algorithm is excellent in decreasing location error, improving accuracy and robustness, compared with traditional methods.
Publisher :
iet
Conference_Titel :
Cyberspace Technology (CCT 2015), Third International Conference on
Print_ISBN :
978-1-78561-089-9
Type :
conf
DOI :
10.1049/cp.2015.0868
Filename :
7446960
Link To Document :
بازگشت