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Airborne GMTI radar target tracking by an effect UKF filter

Authors :
Zhihong Wang
Jun-Qing Niu
Qing-An Ren
Jun-Wei Liu
Source :
Proceedings of 2011 IEEE CIE International Conference on Radar.
Publication Year :
2011
Publisher :
IEEE, 2011.

Abstract

Tracking ground targets with GMTI sensors has been considered a challenging problem. This paper introduces a reformative unscented kalman filter for airborne GMTI radar tracking problem. A novel airborne GMTI radar observation model is proposed by analizing the airborne radar observations. To reduce the nonlinear relation between the Doppler observation and target state, Doppler observation is defined by a predigested distribution function. Experimental results show that the proposed approach is effective for airborne GMTI radar tracking with a low computation burden.

Details

Database :
OpenAIRE
Journal :
Proceedings of 2011 IEEE CIE International Conference on Radar
Accession number :
edsair.doi...........098f26e6b867060abbe1fd9392283f9b
Full Text :
https://doi.org/10.1109/cie-radar.2011.6159955