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RWSNs中基于效用最大化的数据收集方案研究

郭祖华 魏勇 张晓

现代电子技术2016,Vol.39Issue(15):8-13,6.
现代电子技术2016,Vol.39Issue(15):8-13,6.DOI:10.16652/j.issn.1004-373x.2016.15.003

RWSNs中基于效用最大化的数据收集方案研究

Scheme of utility maximization data collection in rechargeable WSNs

郭祖华 1魏勇 1张晓2

作者信息

  • 1. 河南工学院 计算机科学与技术系,河南 新乡 453003
  • 2. 西北工业大学 计算机学院,陕西 西安 710072
  • 折叠

摘要

Abstract

The various applications of wireless sensor networks(WSNs)are restrained by the sensor′ battery in severe envi⁃ronment,and the WSNs face various difficulties in data collection,so the wireless energy transfer technology used to replenish the energy of sensor cluster is proposed. Aiming at the wireless rechargeable senor cluster deployed in severe environment,an effi⁃cient data collection scheme is proposed. In the scheme,the unmanned aerial vehicle(UAV)is used to arrive at the site of the sensor cluster in severe environment,after that the data is collected,and the sensors corresponding to the cluster are charged. In this paper,the utility function of data collection is defined to describe the data collection problem as an optimal problem taking utility maximization of data collection as the target,and the greedy algorithm based on bilateral preference matching and unilateral preference matching algorithm are proposed to solve the above problems. The theoretical analysis and simulation experiment re⁃sults show that the matching relation of UAV and sensor cluster determined with the proposed greedy algorithm can generate the optimal solution of making data collection utility maximum,and can realize the efficient collection of sensor data.

关键词

无线传感器网络/数据收集/单边匹配/贪婪算法/最优解

Key words

wireless sensor network/data collection/unilateral matching/greedy algorithm/optimal solution

分类

信息技术与安全科学

引用本文复制引用

郭祖华,魏勇,张晓..RWSNs中基于效用最大化的数据收集方案研究[J].现代电子技术,2016,39(15):8-13,6.

基金项目

国家自然科学基金重点项目(61420106008/F0102);河南省教育厅科学技术重点研究项目(13A520221,14A520045);河南省教育科学“十二五”规划课题 ()

现代电子技术

OA北大核心CSTPCD

1004-373X

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