Title :
Optimal sensor deployment in non-convex region using Discrete Particle Swarm Optimization algorithm
Author :
Majid, A.S. ; Joelianto, Endra
Author_Institution :
Instrum. & Control Res. Group, Bandung Inst. of Technol., Bandung, Indonesia
Abstract :
The rapid development of Wireless Sensor Network (WSN) has increased its application in the military, industry, medical, and environment. Coverage improvement is one of the main issue in WSN deployment. Maximum coverage ensures a better utility of the WSN. This paper considers the use of Discrete Particle Swarm Optimization (Discrete PSO) algorithm to deal with optimal deployment problem in non-convex region. Simulation results show that the Discrete PSO algorithm leads to performance improvement compared with random sensor deployment.
Keywords :
concave programming; particle swarm optimisation; wireless sensor networks; DPSO algorithm; WSN deployment; nonconvex region; optimal sensor deployment; particle swarm optimization algorithm; wireless sensor network; Wireless sensor networks; Wireless Sensor Network; coverage optimization; discrete PSO; grid; non-convex region;
Conference_Titel :
Control, Systems & Industrial Informatics (ICCSII), 2012 IEEE Conference on
Conference_Location :
Bandung
Print_ISBN :
978-1-4673-1022-2
DOI :
10.1109/CCSII.2012.6470483