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https://hdl.handle.net/2440/35260
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Type: | Conference paper |
Title: | Collaborative data and information processing for target tracking in wireless sensor networks |
Author: | Ma, H. Ng, B. |
Citation: | International Conference on Industrial Informatics (INDIN06), Singapore, 16-18 August 2006 : pp. 647-652 |
Publisher: | IEEE |
Publisher Place: | USA |
Issue Date: | 2006 |
ISBN: | 0780397010 9780780397019 |
Conference Name: | International Conference on Industrial Informatics (4th : 2006 : Singapore) |
Editor: | Lim, K. Zhang, J. |
Abstract: | In this paper, we present the development of data and information processing algorithms for target tracking in wireless sensor networks. Firstly, we propose a collaborative data and information processing framework and describe hierarchical sensor network architecture. Then we design the novel Particle filter (PF) based tracking algorithms. By using Gaussian mixture model (GMM), we develop the distributive Particle filter based tracking algorithms. Finally, we present the simulation results. |
Rights: | © Copyright 2006 IEEE |
DOI: | 10.1109/INDIN.2006.275637 |
Published version: | http://dx.doi.org/10.1109/indin.2006.275637 |
Appears in Collections: | Aurora harvest Electrical and Electronic Engineering publications |
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