DocumentCode
1768088
Title
Multi-target tracking algorithm based on FIR filters
Author
Chang Joo Lee ; Kyung Min Min ; Hyun Duck Choi ; Choon Ki Ahn ; Myo Taeg Lim
Author_Institution
Sch. of Electr. Eng., Korea Univ., Seoul, South Korea
fYear
2014
fDate
22-25 Oct. 2014
Firstpage
1112
Lastpage
1116
Abstract
This research article proposes a multi-target tracking algorithm by using a finite impulse response (FIR) filter. The advantage of the FIR filter is to observe robust filtering to incorrect data such as model uncertainty and noise, etc. This paper demonstrates robust tracking performance for multi-target tracking using the properties of FIR filter. In order to use FIR structure, all possible paths are constructed and the estimate of each path is chosen as the target through Mahalanobis distance if it is appropriate target.
Keywords
FIR filters; target tracking; FIR filters; Mahalanobis distance; finite impulse response filters; multitarget tracking algorithm; Estimation; finite impulse response (FIR) structure; multi-target tracking; state estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Control, Automation and Systems (ICCAS), 2014 14th International Conference on
Conference_Location
Seoul
ISSN
2093-7121
Print_ISBN
978-8-9932-1506-9
Type
conf
DOI
10.1109/ICCAS.2014.6987546
Filename
6987546
Link To Document