Relay Node Deployment for Wireless Sensor Networks Based on PSO

被引:8
|
作者
Bao Yu [1 ]
Wang Yuanping [1 ]
Zhao Liang [2 ]
Hu Yuan [1 ]
Zhang Aijuan [1 ]
机构
[1] China Univ Min & Tech, Dept Comp Sci & Technol, Xuzhou 221116, Peoples R China
[2] China Univ Min & Tech, Sch Mines, Xuzhou 221116, Peoples R China
关键词
wireless sensor network; energy efficiency; node deployment; particle swarm algorithm; PLACEMENT;
D O I
10.1109/CIT/IUCC/DASC/PICOM.2015.353
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In wireless Sensor Networks (WSNs), node placement plays a significant role to meet design goals such as cost effectiveness, connectivity, lifetime, and data latency. In this paper, we propose a new algorithm to assist in the placement of nodes for a WSN who monitors an underground tunnel infrastructure. To improve WSN's nodes utilization rate, we defines a minimization problem of distances between two relay nodes, which are used in a multi-hop WSN for tunnel monitoring. We find a relationship between self-organized neighbor clusters which are composed of a multi-hop route to collect monitoring data. The relationship leads to a multi-objective optimization problem. Therefore, we make use of particle swarm algorithm (PSO), which is appropriate to a multi-objective optimization problem, to search for an optimized results. Our result would be helpful for saving the cost of nodes deployment and improve the efficiency of energy in a linear WSN.
引用
收藏
页码:2397 / 2402
页数:6
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