DocumentCode :
802592
Title :
Approaches to Multisensor Data Fusion in Target Tracking: A Survey
Author :
Smith, Duncan ; Singh, Sameer
Author_Institution :
Res. Sch. of Informatics, Loughborough Univ. of Technol.
Volume :
18
Issue :
12
fYear :
2006
Firstpage :
1696
Lastpage :
1710
Abstract :
The tracking of objects using distributed multiple sensors is an important field of work in the application areas of autonomous robotics, military applications, and mobile systems. In this survey, we review a number of computationally intelligent methods that are used for developing robust tracking schemes through sensor data fusion. The survey discusses the application of the various algorithms at different layers of the JDL model and highlights the weaknesses and strengths of the approaches in the context of different applications
Keywords :
distributed sensors; sensor fusion; target tracking; JDL model; distributed multiple sensors; multisensor data fusion; robust tracking; target tracking; Competitive intelligence; Computational intelligence; Intelligent robots; Intelligent sensors; Military computing; Mobile robots; Robot sensing systems; Robustness; Sensor systems and applications; Target tracking; Distributed sensors; data fusion.; information fusion; tracking;
fLanguage :
English
Journal_Title :
Knowledge and Data Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
1041-4347
Type :
jour
DOI :
10.1109/TKDE.2006.183
Filename :
1717425
Link To Document :
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