The Coverage Problem in Heterogeneous Wireless Sensor Network: An Improved Algorithm of Virtual Forces

被引:2
作者
Chen, Jie [1 ]
Wang, Xianjin [1 ]
机构
[1] Sci & Technol Informat Syst Engn Lab CETC 28th, 69th Subpost Mail,1406th Post Mail, Nanjing, Jiangsu, Peoples R China
来源
PROCEEDINGS OF 2013 CHINESE INTELLIGENT AUTOMATION CONFERENCE: INTELLIGENT AUTOMATION & INTELLIGENT TECHNOLOGY AND SYSTEMS | 2013年 / 255卷
关键词
Wireless sensor networks; Virtual force; Probabilistic sensor detection model; Heterogeneous; Coverage;
D O I
10.1007/978-3-642-38460-8_69
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
At the present time, many algorithms use "virtual forces" method to solve the sensor nodes coverage problem. However, all of them studied the homogeneous sensor networks. This paper proposed an extended virtual force algorithm for the coverage of heterogeneous sensor networks. It adopted the probability sensor model, combined the static coverage strategy with the dynamic coverage strategy according to the difference of sensor radius, analyzed the threshold distance based on the difference of sensor radius. Additionally, it proposed a novel sensor "relay move" technique during the movement of sensors. Finally, we take a simulation. Simulation results show that using the algorithm is able to deploy the heterogeneous sensors in the aimed region suitably to solve the coverage problem of sensor nodes and it can balance the dissipative energy efficiently which benefits for prolonging the lifetime of network.
引用
收藏
页码:619 / 630
页数:12
相关论文
共 10 条
[1]  
Heo N, 2003, IEEE SYS MAN CYBERN, P4576
[2]  
Howard A, 2002, DISTRIBUTED AUTONOMOUS ROBOTIC SYSTEMS 5, P299
[3]  
Ke-zhong L, 2010, MIN MICRO SYST, V27, P2003
[4]  
Li SJ, 2010, ACTA ELECT SINICA, V34, P71
[5]  
Li-ping L, 2009, ENERGY EFFICIENT WIR
[6]   Packing equal circles in a square: a deterministic global optimization approach [J].
Locatelli, M ;
Raber, U .
DISCRETE APPLIED MATHEMATICS, 2002, 122 (1-3) :139-166
[7]  
Meguerdichian S, 2001, IEEE INFOCOM SER, P1380, DOI 10.1109/INFCOM.2001.916633
[8]  
Shi BB, 2008, COMPUT SIMUL, V5, P146
[9]  
Wang B, 2006, SURVEY COVERAGE PROB
[10]  
Zou Y, 2003, IEEE INFOCOM SER, P1293