Distributed Cooperation Based Priority Coverage Control Strategy for Mobile Sensors

被引:0
|
作者
Zheng, Zhi [1 ,2 ]
Peng, Zhihong [1 ]
机构
[1] Beijing Inst Technol, Sch Automat, 5 South St, Beijing 100081, Peoples R China
[2] Fujian Normal Univ, Sch Math & Comp Sci, Fuzhou 350108, Peoples R China
关键词
mobile sensor; sensing constraints; priority coverage; distributed cooperation; key areas;
D O I
10.20965/jaciii.2015.p0191
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Random deployment and inadequate numbers of sensor nodes may cause low coverage, so we propose a new priority coverage control strategy based on the distributed cooperation of mobile sensors. Sensor nodes are distributed randomly around the region of interest (ROI) and searched for independently. When nodes are found, an unbreakable group is formed under repulsion, attraction and speed consistency control, then searching is begun cooperatively. When some node finds a ROI, it guides the other nodes in the group following it to the ROI. While in the ROI, nodes choose the most important position within the sensing range, then move toward it independently while avoiding collision, eventually, reaching the most important area of the ROI. Under the premise of satisfying key area coverage, sensor nodes are adjusted based on the degree of coverage, maximizing coverage. Simulation results show that the proposed method quickly improves the coverage rate and achieves priority coverage of key areas strongly robustly without being adversely affected by sudden damage to nodes. Applications include coverage with limited amounts of nodes in unknown environments.
引用
收藏
页码:191 / 196
页数:6
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