Title :
Multiple manoeuvre model track-oriented MHT (multiple hypothesis tracking)
Author :
Kosuge, Yoshio ; Kojima, Masamichi ; Tsujimichi, Shingo
Author_Institution :
Inf. Technol. R&D Center, Mitsubishi Electr. Corp., Kanagawa, Japan
Abstract :
The problem of multiple-target tracking in a dense environment using the MHT (multiple hypothesis tracking) or the JPDA (joint probabilistic data association) has received a lot of attention in recent years. This paper provides a new technique for manoeuvring target tracking in a dense environment, using the track-oriented MHT which is a significant improvement of the original measurement-oriented MHT. This paper has shown the condition that this technique is equivalent to the M 3JPDA (multiple manoeuvre model JPDA). Here, the M3JPDA for manoeuvring multitarget tracking is the extension and improvement of the conventional JPDA
Keywords :
probability; target tracking; JPDA; M3JPDA; dense environment; joint probabilistic data association; manoeuvring multitarget tracking; multiple hypothesis tracking; multiple manoeuvre model track-oriented MHT; Acceleration; Clutter; Information technology; Mathematical model; Radar measurements; Radar tracking; Research and development; Spaceborne radar; Sufficient conditions; Target tracking;
Conference_Titel :
SICE Annual, 1999. 38th Annual Conference Proceedings of the
Conference_Location :
Morioka
Print_ISBN :
4-907764-13-8
DOI :
10.1109/SICE.1999.788710