• DocumentCode
    735094
  • Title

    A novel prewhitening subspace channel estimation for cyclic prefixed MIMO-OFDM systems

  • Author

    Jung-Lang Yu ; Wei-Ting Hsu ; Biling Zhang

  • Author_Institution
    Dept. of Electr. Eng., Fu Jen Catholic Univ., New Taipei City, Taiwan
  • fYear
    2015
  • fDate
    12-15 July 2015
  • Firstpage
    891
  • Lastpage
    895
  • Abstract
    A novel noise whitening technique of blind subspace channel estimations is proposed for cyclic prefixing multiple-input multiple-output orthogonal frequency division multiplexing (MIMO-OFDM) systems. A fast convergence subspace channel estimation for cyclic prefixed MIMO-OFDM systems was presented in [1] where the repetition index was used to increase the number of equivalent received signals. However, the repetition index approach suffers from the nonwhite noise effects. In this paper, the noise correlation matrices are first calculated. Then a prewhitening technique is developed from the Choleskey decomposition of the noise correlation matrix. The noise whitening technique removes the correlation of the non-white noise. Computer Simulations show the effectiveness of the proposed noise whitening method.
  • Keywords
    MIMO communication; OFDM modulation; channel estimation; convergence; interference suppression; matrix decomposition; blind subspace channel estimation; cyclic prefixed MIMO-OFDM system; fast convergence subspace channel estimation; multiple input multiple output orthogonal frequency division multiplexing system; noise correlation matrix Choleskey decomposition; noise whitening technique; nonwhite noise effects; nonwhite noise removal; prewhitening subspace channel estimation; repetition index approach; Channel estimation; Correlation; Indexes; Matrix decomposition; Noise; OFDM; Receiving antennas; MIMO; NMSE; OFDM; blind channel estimation; inter-symbol interference;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal and Information Processing (ChinaSIP), 2015 IEEE China Summit and International Conference on
  • Conference_Location
    Chengdu
  • Type

    conf

  • DOI
    10.1109/ChinaSIP.2015.7230533
  • Filename
    7230533