An improved particle swarm optimization deployment for wireless sensor networks

作者：Ding Shuxin; Chen Chen; Chen Jie; Xin Bin

来源：Journal of Advanced Computational Intelligence and Intelligent Informatics, 2014, 18(2): 107-112.

DOI：10.20965/jaciii.2014.p0107

• Deployment
• Disturbance
• Particle swarm optimization
• Wireless sensor networks

This paper addresses the issues associated with deployment of sensors, which are critical in wireless sensor networks. This paper provides an improved particle swarm optimization (PSO) algorithm by changing the basic form of PSO and introducing disturbance (d-PSO). By comparing with other PSO-based algorithms, simulation results show that the d-PSO algorithm provides a good-coverage solution with a satisfying coverage rate in a short time. This feature is especially useful for the rapid deployment of sensors.

• 出版日期2014
• 单位复杂系统智能控制与决策国家重点实验室; 北京理工大学