A Novel Energy-Aware Distributed Clustering Algorithm for Heterogeneous Wireless Sensor Networks in the Mobile Environment

被引:9
|
作者
Gao, Ying [1 ]
Wkram, Chris Hadri [2 ]
Duan, Jiajie [3 ]
Chou, Jarong [4 ]
机构
[1] S China Univ Technol, Coll Comp Sci & Engn, Guangzhou 510006, Guangdong, Peoples R China
[2] Univ Calif, Lawrence Berkeley Natl Lab, Oakland, CA 94612 USA
[3] Yun Nan Elect Power Test & Res Inst Grp CO, Kunming 650217, Peoples R China
[4] Michigan State Univ, Coll Engn, E Lansing, MI 48824 USA
来源
SENSORS | 2015年 / 15卷 / 12期
基金
中国国家自然科学基金;
关键词
heterogeneous wireless sensor networks; sensor computing; distributed clustering algorithm; collaborative information processing; energy efficient; mobile sensor; EFFICIENCY; SELECTION; PROTOCOL; SCHEME; HEAD;
D O I
10.3390/s151229836
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
In order to prolong the network lifetime, energy-efficient protocols adapted to the features of wireless sensor networks should be used. This paper explores in depth the nature of heterogeneous wireless sensor networks, and finally proposes an algorithm to address the problem of finding an effective pathway for heterogeneous clustering energy. The proposed algorithm implements cluster head selection according to the degree of energy attenuation during the network's running and the degree of candidate nodes' effective coverage on the whole network, so as to obtain an even energy consumption over the whole network for the situation with high degree of coverage. Simulation results show that the proposed clustering protocol has better adaptability to heterogeneous environments than existing clustering algorithms in prolonging the network lifetime.
引用
收藏
页码:31108 / 31124
页数:17
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