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  • 标题:A new energy efficient management approach for wireless sensor networks in target tracking
  • 本地全文:下载
  • 作者:Ce Pang ; Gong-guo Xu ; Gan-lin Shan
  • 期刊名称:Defence Technology
  • 印刷版ISSN:2214-9147
  • 出版年度:2021
  • 卷号:17
  • 期号:3
  • 页码:932-947
  • DOI:10.1016/j.dt.2020.05.022
  • 出版社:Elsevier B.V.
  • 摘要:This paper mainly studied the problem of energy conserving in wireless sensor networks for target tracking in defensing combats. Firstly, the structures of wireless sensor nodes and networks were illustrated; Secondly, the analysis of existing energy consuming in the sensing layer and its calculation method were provided to build the energy conserving objective function; What’s more, the other two indicators in target tracking, including target detection probability and tracking accuracy, were combined to be regarded as the constraints of the energy conserving objective function. Fourthly, the three energy conserving approaches, containing optimizing the management scheme, prolonging the time interval between two adjacent observations, and transmitting the observations selectively, were introduced; In addition, the improved lion algorithm combined with the Logistic chaos sequence was proposed to obtain sensor management schemes. Finally, simulations had been made to prove the effectiveness of the proposed methods and algorithm.
  • 关键词:Wireless sensor networks ; Target searching ; Target tracking ; Energy efficiency ; Lion algorithm
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