• DocumentCode
    968195
  • Title

    Blind Identification of MIMO Channels in Zero Padding Block Transmission Systems

  • Author

    Chen, Yi-Sheng ; Lin, Ching-An

  • Author_Institution
    Dept. of Electr. & Control Eng., Nat. Chiao Tung Univ., Hsinchu
  • Volume
    55
  • Issue
    2
  • fYear
    2007
  • Firstpage
    764
  • Lastpage
    772
  • Abstract
    We propose a blind identification method for multiple-input multiple-output (MIMO) zero-padding block transmission systems based on an eigendecomposition approach. With zero padding, the relation between the covariance matrix of the received data and the channel product matrices becomes highly structured. The structure makes it easy to estimate the channel product matrices and the noise covariance matrices. Eigendecomposition of a Hermitian matrix formed by the channel product matrices yields the channel impulse response up to a unitary matrix ambiguity. The channel noise may be temporally and spatially colored, the channel needs not be irreducible or column reduced, and there can be more outputs or more inputs. Simulation results are used to demonstrate the performance of the proposed method
  • Keywords
    Hermitian matrices; MIMO communication; channel estimation; covariance matrices; eigenvalues and eigenfunctions; transient response; Hermitian matrix; MIMO channels; blind identification method; channel impulse response; channel noise; channel product matrix estimation; eigendecomposition approach; multiple-input multiple-output zero padding block transmission systems; noise covariance matrix; unitary matrix ambiguity; Bandwidth; Channel estimation; Colored noise; Covariance matrix; Filtering theory; Frequency-selective fading channels; MIMO; Noise reduction; OFDM; Signal processing; Blind identification; block transmission; multiple-input multiple-output (MIMO) channel; zero padding;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2006.885685
  • Filename
    4063575