Title :
Smoothing joint integrated probabilistic data association
Author :
Tae Han Kim ; MusÌŒicki, Darko ; Taek Lyul Song ; Chul Mok Lee
Author_Institution :
Dept. of Electron. Syst. Eng., Hanyang Univ., Ansan, South Korea
Abstract :
The authors extend the smoothing integrated probabilistic data association algorithm to multi-target tracking in clutter, or alternatively, use smoothing to improve the joint integrated probabilistic data association (JIPDA) algorithm. The predictions of forward and backward JIPDA are fused to form the smoothing prediction, which is used for smoothing multi-target data association.
Keywords :
clutter; probability; sensor fusion; smoothing methods; target tracking; JIPDA algorithm; clutter; multitarget data association smoothing; multitarget tracking; smoothing joint integrated probabilistic data association;
Journal_Title :
Radar, Sonar & Navigation, IET
DOI :
10.1049/iet-rsn.2013.0347