摘要
无线传感器网络中感知节点配置和优化是保证无线传感器节点能够对目标区域进行监测的先决条件。针对检测区域需要高覆盖率并且保证节点快速部署的要求,提出一种虚拟力与粒子群算法混合的算法,该算法用以解决在特定检测区域的感知节点快速配置和智能寻优问题,通过仿真对比,该算法在迭代次数和区域覆盖率等指标上都优于单独使用虚拟力算法或粒子群算法。
In this paper,the detection area and the need to ensure high coverage propose a virtual force algorithm and ge- netic .algorithm hybrid deployment at the request node communication connectivity.The algorithm to solve the detection sensor nodes in a particular area of rapid configuration and intelligent optimization problem by contrast this algorithm simulation using virtual force than individual and genetic algorithms has greatly improved on the number of iterations and regional coverage.
出处
《工业控制计算机》
2017年第4期63-64,66,共3页
Industrial Control Computer
基金
智能制造业物联网的数据感知、传输与海量数据处理(U2012A002D01)
关键词
感知节点配置
节点覆盖
虚拟力
粒子群算法
node configuration,node coverage,virtual force,PSO,dynamic optimization
