电子、通信与自动控制

面向目标跟踪的WSN协同调度策略及拓扑控制

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  • 华南理工大学 自动化科学与工程学院, 广东 广州 510640
曾明(1977-),男,讲师,博士,从事传感器网络、网络化控制系统研究.

收稿日期: 2009-09-03

  修回日期: 2009-11-09

  网络出版日期: 2010-06-25

基金资助

NSFC-广东联合基金重点项目(U0735003); 华南理工大学自然科学青年基金资助项目(E5090840)

Collaborative Scheduling Strategy and Topology Control for Target Tracking in Wireless Sensor Networks

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  • School of Automation Science and Engineering,South China University of Technology,Guangzhou 510640,Guangdong,China
曾明(1977-),男,讲师,博士,从事传感器网络、网络化控制系统研究.

Received date: 2009-09-03

  Revised date: 2009-11-09

  Online published: 2010-06-25

Supported by

NSFC-广东联合基金重点项目(U0735003); 华南理工大学自然科学青年基金资助项目(E5090840)

摘要

基于扩展卡尔曼滤波估计理论提出了分布式无线传感器网络的目标跟踪算法,给出了基于邻节点集的协同调度策略和采用退避机制的按需距离矢量路由(AODV)拓扑控制策略,实现了分布式环境下任务节点和拓扑结构的动态自适应切换.通过研制融合了MicaZ硬件节点和超声波传感器的原型系统,实现了对移动目标的跟踪和定位,验证了所提出算法的正确性.

本文引用格式

曾明 危阜胜 陈冠升 胥布工 . 面向目标跟踪的WSN协同调度策略及拓扑控制[J]. 华南理工大学学报(自然科学版), 2010 , 38(6) : 60 -65 . DOI: 10.3969/j.issn.1000-565X.2010.06.012

Abstract

In this paper,first,a target-tracking algorithm for distributed wireless sensor networks is presented based on the theory of extended Kalman filtering(EKF) estimation.Then,a collaborative scheduling strategy based on the neighbor node set and an AODV(Ad Hoc On-Demand Distance Vector) topology control strategy using the backoff mechanism are proposed to implement the dynamic adaptive switching of task nodes and topologies in a distributed environment.Moreover,a prototype of target tracking equipped with MicaZ hardware nodes and ultrasonic sensors is developed to track and locate moving targets.The results verify the correctness of the proposed algorithm.

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