A Lightweight Filter-Based Target Tracking Model in Wireless Sensor Network

Chao Li; Zhenjiang Zhang; Yun Liu; Fei Xiong; Jian Li; Bo Shen

Ad Hoc Networks. 10th EAI International Conference, ADHOCNETS 2018, Cairns, Australia, September 20-23, 2018, Proceedings

Research Article

A Lightweight Filter-Based Target Tracking Model in Wireless Sensor Network

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@INPROCEEDINGS{10.1007/978-3-030-05888-3_13,
    author={Chao Li and Zhenjiang Zhang and Yun Liu and Fei Xiong and Jian Li and Bo Shen},
    title={A Lightweight Filter-Based Target Tracking Model in Wireless Sensor Network},
    proceedings={Ad Hoc Networks. 10th EAI International Conference, ADHOCNETS 2018, Cairns, Australia, September 20-23, 2018, Proceedings},
    proceedings_a={ADHOCNETS},
    year={2018},
    month={12},
    keywords={Local density Distributed filer Target tracking WSN},
    doi={10.1007/978-3-030-05888-3_13}
}

Chao Li
Zhenjiang Zhang
Yun Liu
Fei Xiong
Jian Li
Bo Shen
Year: 2018
A Lightweight Filter-Based Target Tracking Model in Wireless Sensor Network
ADHOCNETS
Springer
DOI: 10.1007/978-3-030-05888-3_13

Chao Li¹^,*, Zhenjiang Zhang¹^,*, Yun Liu¹^,*, Fei Xiong¹^,*, Jian Li¹^,*, Bo Shen¹^,*

1: Beijing Jiaotong University

*Contact email: 15111037@bjtu.edu.cn, zhangzhenjiang@bjtu.edu.cn, liuyun@bjtu.edu.cn, xiongf@bjtu.edu.cn, lijian@bjtu.edu.cn, bshen@bjtu.edu.cn

Abstract

Target tracking is an important research in Wireless Sensor Network (WSN), which detects and estimates the event source based on the data of multiple sensors. In this domain, the accuracy of tracking, the choosing of communication nodes and the real-time performance are the main direction of research. In this paper, the local density and distributed filter are investigated. Based on those above, a lightweight filter-based target tracking model is proposed, which use the local density to determine the communication nodes, and use the distributed filter to reduce the interval of sampling. The simulation shows the local density-based communication algorithm is stable and flexible.

Keywords: Local density Distributed filer Target tracking WSN

Published: 2018-12-19
Appears in: SpringerLink

: http://dx.doi.org/10.1007/978-3-030-05888-3_13