TY - GEN
T1 - Maneuvering target tracking in the case of wakes
AU - Yuankui, Liu
AU - Yangyu, Fan
AU - Jiong, Zhao
PY - 2009
Y1 - 2009
N2 - An interacting multiple model probability data association method for tracking the wake target is presented. When the detections are fed to a tracking system like the Probabilistic Data Association Filter, the estimated track can be misled and sometimes lose the real target because of the wake. This problem becomes even more severe when the target performs maneuvering in the presence of wakes. To prevent this, we propose a probabilistic model of the wakes and deduce the new probability association coefficient, for the target's maneuvering, the Interacting Multiple Model is applied. Simulation result shows, compared with the Interacting Multiple Model Probabilistic Data Association method, the new method could reduce the target loss effectively and retain low target loss ratio with augmenting measurement noise.
AB - An interacting multiple model probability data association method for tracking the wake target is presented. When the detections are fed to a tracking system like the Probabilistic Data Association Filter, the estimated track can be misled and sometimes lose the real target because of the wake. This problem becomes even more severe when the target performs maneuvering in the presence of wakes. To prevent this, we propose a probabilistic model of the wakes and deduce the new probability association coefficient, for the target's maneuvering, the Interacting Multiple Model is applied. Simulation result shows, compared with the Interacting Multiple Model Probabilistic Data Association method, the new method could reduce the target loss effectively and retain low target loss ratio with augmenting measurement noise.
KW - Estimated track
KW - Interacting multiple model probability data association
KW - Loss ratio
KW - Maneuvering target tracking
KW - Wake model
UR - http://www.scopus.com/inward/record.url?scp=73849103327&partnerID=8YFLogxK
U2 - 10.1109/CISP.2009.5304455
DO - 10.1109/CISP.2009.5304455
M3 - 会议稿件
AN - SCOPUS:73849103327
SN - 9781424441310
T3 - Proceedings of the 2009 2nd International Congress on Image and Signal Processing, CISP'09
BT - Proceedings of the 2009 2nd International Congress on Image and Signal Processing, CISP'09
T2 - 2009 2nd International Congress on Image and Signal Processing, CISP'09
Y2 - 17 October 2009 through 19 October 2009
ER -