个人信息Personal Information
教授
硕士生导师
性别:女
毕业院校:大连理工大学
学位:硕士
所在单位:信息与通信工程学院
学科:信号与信息处理
办公地点:大连理工大学 创新园大厦 B409
联系方式:jianhual@dlut.edu.cn
电子邮箱:jianhual@dlut.edu.cn
Research of chaotic PSO coverage control algorithm based on energy balance
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论文类型:会议论文
发表时间:2011-12-07
收录刊物:EI、Scopus
页面范围:2077-2082
摘要:Network coverage is a key research problem in wireless sensor network field. Sensor node energy is generally supplied by batteries, and the energy is limited, so an effective energy balance strategy can extend the networks' life in the process of the coverage. A chaotic particle swarm optimization coverage control algorithm is proposed that based on the concept of energy balance. It utilizes chaotic algorithm to improve particle swarm optimization function, effectively avoiding the shortcomings of "premature" in the process of the particle swarm optimization. It also could realize energy balance among the nodes in the process of network coverage. The simulation results show that the proposed algorithm has good performances for network coverage quality and energy balance. ? 2011 IEEE.