DocumentCode
864599
Title
Multitarget Tracking in Distributed Sensor Networks
Author
Liu, Juan ; Chu, Maurice ; Reich, James E.
Author_Institution
Embedded Collaborative Comput. Area, Palo Alto Res. Center, CA
Volume
24
Issue
3
fYear
2007
fDate
5/1/2007 12:00:00 AM
Firstpage
36
Lastpage
46
Abstract
In this article, a survey of techniques for tracking multiple targets in distributed sensor networks is provided and introduce some recent developments. The single target tracking in distributed sensor networks is reviewed. The tracking and resource management issues can be readily extended to MTT. The MTT problem is also briefly reviewed and describe the traditional approaches in centralized systems. Then focus on MTT in resource-constrained sensor networks and present two distinct example methods demonstrating how limited resources can be utilized in MTT applications. Finally, the most important remaining problems are discussed and suggest future directions
Keywords
target tracking; telecommunication network management; wireless sensor networks; centralized systems; distributed sensor networks; multitarget tracking; resource management; resource-constrained sensor networks; single target tracking; Computational complexity; Computer networks; Costs; Distributed computing; Microphone arrays; Missiles; Radar tracking; Resource management; Sensor arrays; Target tracking;
fLanguage
English
Journal_Title
Signal Processing Magazine, IEEE
Publisher
ieee
ISSN
1053-5888
Type
jour
DOI
10.1109/MSP.2007.361600
Filename
4205087
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