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Multi-task hidden Markov model for radar automatic target recognition

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5 Author(s)
Mian Pan ; Nat. Lab. of Radar Signal Process., Xidian Univ., Xi''an, China ; Lan Du ; Penghui Wang ; Hongwei Liu
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A new radar high-resolution range profile (HRRP) target recognition method is presented via a multi-task learning truncated stick-breaking hidden Markov model (MTL TSB-HMM) with spectrogram feature of HRRP. Experimental results show this method has good recognition and rejection performance.

Published in:

Radar (Radar), 2011 IEEE CIE International Conference on  (Volume:1 )

Date of Conference:

24-27 Oct. 2011