Title :
Development of new practical multitarget data association algorithm
Author :
Quan, Pan ; Hongcai, Zhang ; Peide, Wang ; Hongren, Zhou
Author_Institution :
Dept. of Autom. Control, Northwestern Polytech. Univ., Xi´´an, China
Abstract :
A practical method of multitarget data association based on the probabilistic data association (PDA), joint PDA (JPDA) and SPDA algorithms is presented. The method can take account of the effects of all returns in validation region on the association probability, which are not considered well in the SPDA. In addition, the complexity and computational load are much less than that of the JPDA. Monte Carlo simulations show the effectiveness of the new method in tracking crossing targets
Keywords :
Monte Carlo methods; probability; signal processing; tracking; Monte Carlo simulations; association probability; complexity; computational load; multitarget data association algorithm; Automatic control; Equations; Genetic mutations; Nearest neighbor searches; Personal digital assistants; Target tracking;
Conference_Titel :
Control Applications, 1992., First IEEE Conference on
Conference_Location :
Dayton, OH
Print_ISBN :
0-7803-0047-5
DOI :
10.1109/CCA.1992.269723
