A sensor node scheduling algorithm for heterogeneous wireless sensor networks

被引:8
|
作者
Wang, Zhangquan [1 ]
Chen, Yourong [1 ]
Liu, Banteng [1 ]
Yang, Haibo [1 ]
Su, Ziyi [1 ]
Zhu, Yunkai [2 ]
机构
[1] Zhejiang Shuren Univ, Coll Informat Sci & Technol, Hangzhou 310015, Zhejiang, Peoples R China
[2] Zhejiang Hangjia Technol Dev Ltd Co, Hangzhou, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
Heterogeneous wireless sensor networks; network lifetime; regional coverage; arc coverage; residual energy; LIFETIME; OPTIMIZATION; COVERAGE;
D O I
10.1177/1550147719826311
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
To improve the regional coverage rate and network lifetime of heterogeneous wireless sensor networks, a sensor node scheduling algorithm for heterogeneous wireless sensor networks is proposed. In sensor node scheduling algorithm, heterogeneous perception radius of sensor node is considered. Incomplete coverage constraint and arc coverage interval are analyzed. Regional coverage increment optimization model, arc coverage increment optimization model, and residual energy optimization model are proposed. Multi-objective scheduling model is established using weight factors and integrated function. Furthermore, the heuristic method is proposed to solve the multi-objective optimization model, and scheduling scheme of heterogeneous sensor nodes is obtained. When the network is in operation for a period of time, some sensor nodes are invalid and relevant regions are uncovered. The repair method is proposed to wake up sleep sensor nodes and repair the coverage blind area. The simulation results show that if keeping the same regional coverage rate, sensor node scheduling algorithm improves network lifetime, increases number of living sensor nodes, and keeps average node energy consumption at a low level. Under certain conditions, sensor node scheduling algorithm outperforms DGREEDY, two-tiered scheduling, and minimum connected cover.
引用
收藏
页数:11
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