高庆华

个人信息Personal Information

教授级高工

性别:女

毕业院校:大连理工大学

学位:博士

所在单位:控制科学与工程学院

电子邮箱:qhgao@dlut.edu.cn

扫描关注

论文成果

当前位置: 中文主页 >> 科学研究 >> 论文成果

Device free localization with wireless sensor networks based on particle filter

点击次数:

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.