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A study of a new data association and track initiation method with normalized distance squared ordering.

Authors :
Kim, Seung-Woo
Lim, Young-Taek
Song, Taek-Lyul
Source :
International Journal of Control, Automation & Systems; Oct2011, Vol. 9 Issue 5, p815-822, 8p
Publication Year :
2011

Abstract

In an underwater environment, measurements regarding true targets and false targets (clutter) can be made. Therefore, a suitable data association method to exactly detect and track a target and an efficient track initiation method for judging tracks formed by the target should be selected in this environment. This paper attempts to propose a new data association method and track initiation method to detect and track targets more effectively. Also, the performance of the new method is tested in a series of Monte Carlo simulation runs and is compared with the existing data association and track initiation methods in a cluttered environment. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
15986446
Volume :
9
Issue :
5
Database :
Complementary Index
Journal :
International Journal of Control, Automation & Systems
Publication Type :
Academic Journal
Accession number :
66304086
Full Text :
https://doi.org/10.1007/s12555-011-0501-z