• DocumentCode
    390440
  • Title

    A new simplified temporal-spatial maximum likelihood algorithm for DOA estimation

  • Author

    Yongbo, Zhao ; Shouhong, Zhang

  • Author_Institution
    Key Lab. for Radar Signal Process., Xidian Univ., Xi´´an, China
  • Volume
    1
  • fYear
    2002
  • fDate
    26-30 Aug. 2002
  • Firstpage
    174
  • Abstract
    For the purpose of improving DOA estimation performance, we propose a new simplified temporal-spatial maximum likelihood algorithm. Instead of using discrete Fourier transform (DFT) filters, the proposed algorithm uses special Doppler filters to process the received data according to the signal´s Doppler frequency. The processed data are then used by the maximum likelihood algorithm to estimate DOA. Because the special Doppler filters can greatly reduce the influences between signals, the proposed algorithm works significantly better than the simplified temporal-spatial maximum likelihood algorithm. Computer simulation results are presented and demonstrate the merits of the proposed algorithm.
  • Keywords
    Doppler effect; direction-of-arrival estimation; discrete Fourier transforms; filtering theory; maximum likelihood estimation; DFT filters; DOA estimation; Doppler filters; Doppler frequency; discrete Fourier transform filters; temporal-spatial algorithm; temporal-spatial maximum likelihood algorithm; Direction of arrival estimation; Doppler radar; Filters; Frequency; Maximum likelihood estimation; Multiple signal classification; Sensor arrays; Sensor systems; Signal processing; Signal processing algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2002 6th International Conference on
  • Print_ISBN
    0-7803-7488-6
  • Type

    conf

  • DOI
    10.1109/ICOSP.2002.1181018
  • Filename
    1181018