• DocumentCode
    1231864
  • Title

    Efficient EM initialisation method for time delay estimation

  • Author

    Yi, Min ; Wei, Ping ; Xiao, Xian-Ci ; Tai, Heng-Ming

  • Author_Institution
    Dept. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China, Sichuan, China
  • Volume
    39
  • Issue
    12
  • fYear
    2003
  • fDate
    6/12/2003 12:00:00 AM
  • Firstpage
    935
  • Lastpage
    936
  • Abstract
    A systematic and efficient initialisation method for the expectation-maximisation (EM) algorithm in time delay estimation is presented. This EM initialisation method is implemented in the frequency domain based on the alternating projection approach. Simulation results show that the proposed algorithm significantly improves the performance of the EM algorithm.
  • Keywords
    array signal processing; clutter; delay estimation; optimisation; state estimation; EM initialisation method; alternating projection approach; array signal processing; cluttered noise environments; expectation-maximisation algorithm; frequency domain; state estimation; time delay estimation;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:20030624
  • Filename
    1209504
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1231864