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教授   博士生导师   硕士生导师

性别: 男

毕业院校: 北京航空航天大学

学位: 博士

所在单位: 信息与通信工程学院

学科: 通信与信息系统. 信号与信息处理. 电路与系统

办公地点: 创新园大厦A520

联系方式: Tel: 86-0411-84707719 实验室网址: http://wican.dlut.edu.cn

电子邮箱: mljin@dlut.edu.cn

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Device free localization with wireless sensor networks based on particle filter

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论文类型: 会议论文

发表时间: 2011-09-27

收录刊物: EI、Scopus

页面范围: 356-361

摘要: This paper proposes an approach for tracking targets in wireless sensor networks without the need of equipping the target with a wireless device. Based on the shadowing effect caused by the target, we adopt the variation of the received signal strength measurements between the node pairs to build the observation likelihood function of the target, and utilize the particle filter framework to realize the target localization and tracking. Meanwhile, to make the localization method applicable for the computational and power resource limited wireless sensor networks, we propose a scheme to wake up a subset of nodes participating in the measuring and select a subset of outstanding wireless link measurements participating in the location estimation. Experimental results demonstrate the effectiveness of our approach. ? 2011 IEEE.

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