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
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;
Conference_Titel :
Control, Automation and Systems (ICCAS), 2014 14th International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-8-9932-1506-9
DOI :
10.1109/ICCAS.2014.6987546