• DocumentCode
    1306644
  • Title

    A novel blind estimation algorithm

  • Author

    Lai, Wai-Kuen ; Ching, P.C.

  • Author_Institution
    Dept. of Electron. Eng., Chinese Univ. of Hong Kong, Shatin, Hong Kong
  • Volume
    45
  • Issue
    7
  • fYear
    1997
  • fDate
    7/1/1997 12:00:00 AM
  • Firstpage
    1763
  • Lastpage
    1769
  • Abstract
    In this paper, we propose a cumulant-based blind signal estimation algorithm for estimating the channel matrix in an n-sensor m-source system. The only available information is the output of the n sensors. The algorithm first deduces the number of sources, which may be greater than or equal to the number of sensors, from the output cumulant matrix. Then, by suitably arranging the elements within that matrix, the entries of the original channel matrix are estimated row by row. Simulations results are given to illustrate the performance of the algorithm
  • Keywords
    array signal processing; estimation theory; higher order statistics; matrix algebra; blind estimation algorithm; channel matrix; cumulant-based blind signal estimation algorithm; n-sensor m-source system; output cumulant matrix; performance; simulations; Additive noise; Covariance matrix; Estimation; Gaussian noise; Narrowband; Partitioning algorithms; Sensor arrays; Sensor phenomena and characterization; Signal processing algorithms; Signal resolution;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.599945
  • Filename
    599945