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作者:

Zhang, Jian (Zhang, Jian.) | Wang, Tianbao (Wang, Tianbao.) | Tang, Jian (Tang, Jian.) (学者:汤健)

收录:

SCIE

摘要:

Wireless sensor networks (WSNs) have referred to many fields involving target tracking systems, however, energy efficiency issues always suffer bottleneck. In the literature, mobility collector is utilised to prolong the network lifetime, meanwhile, data collection strategies are investigated through combining contributed data and transmitted distances. For contributed data, the quantisation technology plays an important role for energy efficiency. Considering the uncertainty of sensing data from nodes, we proposed distributed algorithm to select cluster members to gather data with mathematical analysis. We formulate an optimisation for target tracking to maximise utilisation of data quality by information matrix. As a result, we proposed rendezvous-based data collection (RDC) algorithm which not only integrates above positive factors to track a target but also maintains WSNs' functions. Furthermore, we analyze two stages for data collection in WSNs. Simulations verify that the proposed schemes achieve energy saving and energy balance for target tracking.

关键词:

fisher information matrix mobile collectors rendezvous nodes target tracking wireless sensor networks WSNs

作者机构:

  • [ 1 ] [Zhang, Jian]Nanjing Univ Informat Sci & Technol, Coll Comp & Software, Nanjing 210044, Jiangsu, Peoples R China
  • [ 2 ] [Wang, Tianbao]Jiangsu Univ, Sch Elect & Informat Engn, Zhenjiang 212013, Jiangsu, Peoples R China
  • [ 3 ] [Tang, Jian]Beijing Univ Technol, Dept Informat, Beijing 100124, Peoples R China

通讯作者信息:

  • 汤健

    [Tang, Jian]Beijing Univ Technol, Dept Informat, Beijing 100124, Peoples R China

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来源 :

INTERNATIONAL JOURNAL OF SENSOR NETWORKS

ISSN: 1748-1279

年份: 2019

期: 4

卷: 30

页码: 218-230

1 . 1 0 0

JCR@2022

ESI学科: COMPUTER SCIENCE;

ESI高被引阀值:58

JCR分区:4

被引次数:

WoS核心集被引频次: 5

SCOPUS被引频次: 8

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

近30日浏览量: 2

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