Proceedings of the 2012 2nd International Conference on Computer and Information Application (ICCIA 2012)

Target Tracking Based Adaptive Particle Filter in Binary Wireless Sensor Networks

Authors
Ling-Dong Su, Ming-Yue Zhai, Zhi-Yu Zhu
Corresponding Author
Ling-Dong Su
Available Online May 2014.
DOI
https://doi.org/10.2991/iccia.2012.14How to use a DOI?
Keywords
adaptive particle filter, binary wireless sensor network, target tracking
Abstract

Since real-time and communication amount is crucial for the wireless sensor network target tracking, the performance of target tracking in the wireless sensor network is critically depended on real-time and communication amount reduction. This paper presents a target tracking method based on distributed adaptive particle filtering in binary wireless sensor network. Based on dynamic clustering, the adaptive particle filter receives the observations from children nodes and formulates the local estimate with the cluster head as the processing center. Simulation results show that the method can effectively improve the real-time tracking and reduce communication amount.

Copyright
© 2013, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2012 2nd International Conference on Computer and Information Application (ICCIA 2012)
Series
Advances in Intelligent Systems Research
Publication Date
May 2014
ISBN
978-94-91216-41-1
ISSN
1951-6851
DOI
https://doi.org/10.2991/iccia.2012.14How to use a DOI?
Copyright
© 2013, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Ling-Dong Su
AU  - Ming-Yue Zhai
AU  - Zhi-Yu Zhu
PY  - 2014/05
DA  - 2014/05
TI  - Target Tracking Based Adaptive Particle Filter in Binary Wireless Sensor Networks
BT  - Proceedings of the 2012 2nd International Conference on Computer and Information Application (ICCIA 2012)
PB  - Atlantis Press
SP  - 58
EP  - 62
SN  - 1951-6851
UR  - https://doi.org/10.2991/iccia.2012.14
DO  - https://doi.org/10.2991/iccia.2012.14
ID  - Su2014/05
ER  -