Online Variational Bayesian Filtering-Based Mobile Target Tracking in Wireless Sensor Networks

Online Variational Bayesian Filtering-Based Mobile Target Tracking in Wireless Sensor Networks

The received signal strength (RSS)-based online tracking for a mobile node in wireless sensor networks (WSNs) is investigated in this paper. Firstly, a multi-layer dynamic Bayesian network (MDBN) is introduced to characterize the target mobility with either directional or undirected movement. In par...

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Bibliographic Details
Main Authors: Bingpeng Zhou, Qingchun Chen, Tiffany Jing Li, Pei Xiao
Format: Article
Language:English
Published: MDPI AG 2014-11-01
Series:Sensors
Subjects:
online tracking
Bayesian network
variational Bayesian filtering
WSN
Online Access:http://www.mdpi.com/1424-8220/14/11/21281

Internet

http://www.mdpi.com/1424-8220/14/11/21281

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