Title :
Performance evaluation of track oriented MHT in splitting target tracking
Author :
Obata, Yasushi ; Ito, Masayoshi ; Kosuge, Yoshio
Author_Institution :
Mitsubishi Electr. Corp., Japan
Abstract :
In order to track splitting targets, the tracking algorithm must make new tentative tracks and confirm the discovery of unknown targets by splitting them from known targets. The multiple hypothesis tracking (MHT) is a good algorithm which satisfies the requirement. We have improved the MHT and evaluate the its performance in splitting target tracking by simulation. We describe the performance evaluation.
Keywords :
covariance matrices; prediction theory; probability; target tracking; gating matrix; multiple hypothesis tracking; performance evaluation; prediction covariance; probability; splitting target tracking; target tracking; track correlation matrix; Area measurement; Covariance matrix; Current measurement; Gold; Noise measurement; Sampling methods; Size measurement; Target tracking;
Conference_Titel :
SICE 2002. Proceedings of the 41st SICE Annual Conference
Print_ISBN :
0-7803-7631-5
DOI :
10.1109/SICE.2002.1195480