Tracking of Time-Varying Number of Moving Targets in Wireless Sensor Fields by Particle Filtering

2006 ◽  
Author(s):  
M.F. Bugallo ◽  
P.M. Djuric
Keyword(s):  
Particle Filtering ◽  
Wireless Sensor ◽  
Time Varying ◽  
Moving Targets

scholarly journals Tracking Fast Moving Targets in Wireless Sensor Networks

2010 ◽  
Vol 27 (1) ◽  
pp. 46 ◽  
Author(s):  
Aysegul Alaybeyoglu ◽  
Kayhan Erciyes ◽  
Aylin Kantarci ◽  
Orhan Dagdeviren
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Fast Moving ◽  
Wireless Sensor ◽  
Moving Targets

Target Tracking Based Adaptive Particle Filter in Binary Wireless Sensor Networks

2013 ◽  
Vol 756-759 ◽  
pp. 2281-2287
Author(s):  
Ling Dong Su ◽  
Ming Yue Zhai ◽  
Zhi Yu Zhu
Keyword(s):  
Wireless Sensor Network ◽  
Particle Filter ◽  
Target Tracking ◽  
Real Time ◽  
Sensor Network ◽  
Particle Filtering ◽  
Cluster Head ◽  
Wireless Sensor ◽  
Local Estimate ◽  
Real Time Tracking

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.

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