Simple Pedestrian Localization Algorithms Based on Distributed Wireless Sensor Networks

被引:51
作者
Ahn, Hyo-Sung [1 ]
Ko, Kwang Hee [1 ]
机构
[1] Gwangju Inst Sci & Technol, Dept Mechatron, Kwangju 500712, South Korea
关键词
Distributed wireless sensor networks (WSNs); indoor localization; mobile robot; pedestrian localization; EXTENDED KALMAN FILTER; ROBOT; SYSTEM;
D O I
10.1109/TIE.2009.2017097
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper addresses simple algorithms for pedestrian localization based on the measurements from distributed wireless sensor networks (WSNs). It appears to be quite difficult to install a set of hardware sensors onto a human body; thus, traditional navigation sensors such as the inertial measurement unit cannot be employed for human tracking in a practical point of view. Recently, to minimize hardware installation onto the human body, WSNs have been actively investigated. However, there is a critical problem in WSNs associated with the measurement noises and signal disturbances. In this paper, we establish very simple localization algorithms that can reduce the noise effects as well as disturbances without a priori knowledge of them. Through actual experimental tests, the validity of the proposed methods is demonstrated.
引用
收藏
页码:4296 / 4302
页数:7
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