An Improved Particle Swarm Optimization Deployment for Wireless Sensor Networks
Shuxin Ding, Chen Chen, Jie Chen, Bin Xin · Journal of Advanced Computational Intelligence and Intelligent Informatics · 2014
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.