An Energy-Efficient Node Selection Algorithm in Bearings-Only Target Tracking Sensor Networks
Author(s) -
Xiaoxiao Jiang,
Wei He,
Xuguang Yang,
Yingguan Wang
Publication year - 2014
Publication title -
international journal of distributed sensor networks
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.324
H-Index - 53
eISSN - 1550-1477
pISSN - 1550-1329
DOI - 10.1155/2014/483279
Subject(s) - computer science , wireless sensor network , node (physics) , energy consumption , tracking (education) , energy (signal processing) , efficient energy use , sensor node , selection (genetic algorithm) , selection algorithm , residual , key distribution in wireless sensor networks , function (biology) , real time computing , computer network , algorithm , wireless network , wireless , artificial intelligence , telecommunications , engineering , psychology , pedagogy , statistics , electrical engineering , mathematics , structural engineering , evolutionary biology , biology
This paper discusses a node selection problem for bearings-only tracking in wireless sensor networks (WSNs). Saving energy and prolonging the lifetime of the network are the research focuses due to the severely constrained resource of WSNs. An energy-efficient network management strategy is necessary to achieve good tracking performance at low cost. In this paper, an energy-efficient node selection algorithm for bearings-only sensors in decentralized sensor networks is proposed. The residual energy of a node is incorporated into the objective function of node selection. A new criterion of node selection is also made to coordinate with the objective function. Compared with the other common methods, the proposed method can reduce the cost of the entire network, balance nodes energy expenditure, and extend the lifetime of network. Simulation results prove the effectiveness of the proposed method and show good performance in tracking accuracy and energy consumption.
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