• DocumentCode
    561692
  • Title

    Multi-task hidden Markov model for radar automatic target recognition

  • Author

    Pan, Mian ; Du, Lan ; Wang, Penghui ; Liu, Hongwei ; Bao, Zheng

  • Author_Institution
    Nat. Lab. of Radar Signal Process., Xidian Univ., Xi´´an, China
  • Volume
    1
  • fYear
    2011
  • fDate
    24-27 Oct. 2011
  • Firstpage
    650
  • Lastpage
    653
  • Abstract
    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.
  • Keywords
    hidden Markov models; radar target recognition; HRRP; MTL TSB-HMM; multitask hidden Markov model; multitask learning truncated stick-breaking hidden Markov model; radar automatic target recognition; spectrogram feature; target rejection performance; Bayesian methods; Feature extraction; Hidden Markov models; Mathematical model; Radar; Spectrogram; Target recognition; Multi-task hidden Markov model (HMM) radar automatic target recognition (RATR);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Radar (Radar), 2011 IEEE CIE International Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4244-8444-7
  • Type

    conf

  • DOI
    10.1109/CIE-Radar.2011.6159624
  • Filename
    6159624
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=561692