Analysis on the performance of several data association algorithms using Doppler information
Qiang Wei, Qihong Yang, Zhong Liu · 2017
Concerning the multi-target tracking problems of multiple-frequency CW radar system, several improved Bayes algorithms by using target radial velocity information are proposed in this paper. In order to clearly figure out the differences in the tracking performances, including the tracking precision and the real-time quality, of these improved and conventional algorithms, the detailed analysis on the performances of these algorithms in the same conditions are presented. First, the association method of each algorithm is described briefly. Then, the tracking model is established. Finally, the simulations obtained from a typical way of multi-target tracking are used, and the tracking performance of these algorithms is analyzed comprehensively in all aspects according to the simulation results.