DocumentCode :
3266696
Title :
Tracking in Distributed Multisensor System Update with Out-of-Sequence Information
Author :
Xue-bo, Jin ; Lei-lei, Wang
Author_Institution :
Coll. of Inf. & Electron., Zhejiang Sci-Tech Univ., Hangzhou, China
Volume :
1
fYear :
2009
fDate :
6-7 June 2009
Firstpage :
301
Lastpage :
304
Abstract :
In multisensor target tracking systems measurements from the same target can arrive out of sequence. How to fuse out-of-sequence information is a very important problem for distributed multisensor target tracking systems. Local sensors send their track to a fusion center and then the fusing center uses these track data from one or more sensors to update. In this paper, we obtain the out-of-sequence track in fusion center for distributed multisensor system based on the assumption that each sensor transmits to the central tracker only the last updated state for each track and the corresponding covariance matrix. Then we present numerical results using simulated data for a scenario where a global tracker processes track data from two local trackers. The results show the distributed fusion here is perfectly compared with the out-of-sequence measurement method.
Keywords :
covariance matrices; sensor fusion; sequences; target tracking; covariance matrix; distributed multisensor system; fusion center; local sensor; multisensor target tracking system measurement; out-of-sequence measurement method; Covariance matrix; Current measurement; Delay; Fuses; Informatics; Multisensor systems; Sensor fusion; Sensor systems; State estimation; Target tracking; OOSM; OOST; out of sequence measurements; out of sequence track; out-of-sequence information; track fusion;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence and Natural Computing, 2009. CINC '09. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-0-7695-3645-3
Type :
conf
DOI :
10.1109/CINC.2009.37
Filename :
5231132
Link To Document :
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