Coverage-Enhancing algorithm for video sensor network based on improved particle swarm optimization

被引：0
|
作者：
Fu, Xiang [1 ]
Zeng, Jiexian [1 ]
机构：
[1] Nanchang Hangkong Univ, Sch Software, Nanchang 330063, Peoples R China
来源：
PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS RESEARCH AND MECHATRONICS ENGINEERING | 2015年 / 121卷
关键词：
Video sensor networks; Sensing coverage; Particle swarm optimization (PSO);
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The parameters of traditional particle swarm optimization (PSO) methods are unchangeable, which may lead to the iterations have slow convergence speed or unable to converge to global optimum. In this paper, improved PSO algorithm is applied to the coverage of video sensor network. Through improving inertia factors of PSO, the algorithm has great local search ability thus can avoid converging to local optimum value, and it can converge quickly to the global optimum value. Experiment results show that the proposed method has faster convergence speed and better coverage rate than traditional method based on PSO.
引用
收藏
页码：446 / 450
页数：5
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