Title
Prediction and estimation to the maneuvering target in opto-electronic tracking system based on robust extend Kalman filter.
Abstract
With the improvement of target maneuvering performance, noises statistical character changes correspondingly in the opto-electronic tracking system. To solve this problem, robust extend Kalman filter (REKF) based on the acceleration non-zero mean value time-correlation model was given in this paper. Result of the simulation shows that, comparing with extend Kalman filter, the prediction precision of REKF is almost twice as much as that of EKF. And at the same time, REKF has good robustness to overcome the effect coursed by stochastic measurement noises. © 2011 IEEE.
Year
DOI
Venue
2011
10.1109/EMEIT.2011.6024020
EMEIT
Keywords
Field
DocType
extend kalman filter,opto-electronic tracking,robust filter,state estimation,tracking system,kalman filters,optoelectronic devices,extended kalman filter
Extended Kalman filter,Alpha beta filter,Fast Kalman filter,Control theory,Tracking system,Robustness (computer science),Control engineering,Kalman filter,Engineering,Invariant extended Kalman filter,Ensemble Kalman filter
Conference
Volume
Issue
Citations 
9
null
0
PageRank 
References 
Authors
0.34
0
3
Name
Order
Citations
PageRank
Junwei Lv131.80
Ning Guo235135.26
Cheedoong Drung310.69