DocumentCode :
2593580
Title :
Neural target tracking
Author :
Kim, Kwang ; Shafai, Bahram
Author_Institution :
Mitre Corp., Bedford, MA, USA
fYear :
1991
fDate :
13-16 Oct 1991
Firstpage :
1523
Abstract :
The neural data association (DA) process during apparent motion perception in the human visual system is investigated and principles of the associated process are examined. From the theory of human motion perception, a novel DA algorithm was developed and the algorithm was applied to the DA problem arising in radar target tracking. The authors review radar tracking operations, discuss problems with current DA techniques, and present a derivation of the neural track and DA algorithm. A computer simulation was performed for target tracking in a clutter environment, and the performance is compared with other classical DA techniques
Keywords :
computerised pattern recognition; neural nets; radar clutter; radar theory; tracking; visual perception; clutter environment; human motion perception; human visual system; neural data association; neural nets; radar target tracking; Computer simulation; Filtering; Humans; PROM; Personal digital assistants; Radar theory; Radar tracking; State estimation; Target tracking; Visual system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man, and Cybernetics, 1991. 'Decision Aiding for Complex Systems, Conference Proceedings., 1991 IEEE International Conference on
Conference_Location :
Charlottesville, VA
Print_ISBN :
0-7803-0233-8
Type :
conf
DOI :
10.1109/ICSMC.1991.169904
Filename :
169904
Link To Document :
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