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