Title :
Using Target´s Polarization for Data Association in Multiple Target Tracking
Author :
Xu, ZhenHai ; Ni, Youping ; Gong, Xiangyi ; Jin, Lin
Author_Institution :
Nanjing Res. Inst. of Electron. Technol.
Abstract :
Data association plays an important role in multiple target tracking. Target\´s polarization information can\´t update target\´s track, but it can discriminate different targets and clutter effectively. Therefore, the non-determinacy of association is reduced. Given the target\´s polarization information, the generalized "nearest neighbor" algorithm is proposed according to the extended distance defined in the space-polarization joint domains. The simulation verifies that the "generalized nearest neighbor" outperforms the conventional "nearest neighbor"
Keywords :
clutter; polarisation; sensor fusion; target tracking; clutter; data association; generalized nearest neighbor algorithm; multiple target tracking; space-polarization joint domains; target polarization; Data engineering; Filters; Kinematics; Nearest neighbor searches; Neural networks; Polarization; Radar cross section; Radar tracking; Spaceborne radar; Target tracking;
Conference_Titel :
Signal Processing, 2006 8th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9736-3
Electronic_ISBN :
0-7803-9736-3
DOI :
10.1109/ICOSP.2006.346005