iLight: Device-Free Passive Tracking Using Wireless Sensor Networks

被引:20
作者
Mao, Xufei [1 ]
Tang, ShaoJie [2 ]
Wang, Jiliang [1 ]
Li, Xiang Yang [3 ]
机构
[1] Tsinghua Univ, Sch Software, TNLIST, Beijing 100084, Peoples R China
[2] Temple Univ, Dept Comp & Informat Sci, Philadelphia, PA 19122 USA
[3] IIT, Dept Comp Sci, Chicago, IL 60616 USA
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Wireless sensor networks; passive; tracking;
D O I
10.1109/JSEN.2013.2267959
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, we study indoor passive tracking problem using wireless sensor networks, in which we assume that a target being tracked is clean, i.e., there is no any equipment carried by the target, hence, the tracking procedure is considered to be passive. We first show that received signal strength indicator and link quality indicator are not as effective as expected for passive detection (tracking) through our extensive testbed studies, and further propose to utilize light to track targets using WSNs. To the best of our knowledge, this is the first work, which studies the passive tracking problem in WSNs using light sensors and general light sources. We present a number of probability-based algorithms to study the moving patterns (properties) of targets being tracked. We design and implement our tracking system named as iLight consisting of 40 wireless sensor nodes and one base station. Through extensive experimental results, we show that iLight can track both single target and multiple targets efficiently.
引用
收藏
页码:3785 / 3792
页数:8
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