• DocumentCode
    1956194
  • Title

    A fast channel estimation and the reduction of pilot contamination problem for massive MIMO based on a diagonal Jacket matrix

  • Author

    Latif Sarker, Md Abdul ; Moon Ho Lee

  • Author_Institution
    Div. of Electron. & Inf. Eng., Chonbuk Nat. Univ., Jeonju, South Korea
  • fYear
    2013
  • fDate
    11-12 Sept. 2013
  • Firstpage
    26
  • Lastpage
    30
  • Abstract
    Wireless channels are usually multipath fading channel. The large and small scale fading is used in massive multiple-input and multiple-output (MIMO) channel. The large scale fading channel matrix accounts shadow fading and path loss and the small scale fading channel accounts a changeable wavelength. In this paper we assume perfect multipath fast channel estimation and the reduction of a a pilot contamination problem for massive MIMO based on a diagonal Jacket matrix. Many advantages of diagonal Jacket matrices such as excellent eigenvector for the matter of pilot contamination, sample eigenvalue based detection of signals, reduce the computational complexity, possible use of fast Fourier transforms (FFT) for the fast channel estimation, a constant diagonal treatment and an energy harvest. The diagonal Jacket matrices are constructed by a Jacket and a circulant Jacket matrix that provides the excellent eigenvalue decomposition based way to massive MIMO channel estimation which improves the performance and the channel accuracy. In this paper we also compare the diagonal Jacket based iterative least-square with projection (ILSP) method and a minimum mean square error (MMSE) based linear channel estimation strategies.
  • Keywords
    MIMO communication; channel estimation; eigenvalues and eigenfunctions; fading channels; least mean squares methods; MIMO; computational complexity; diagonal Jacket matrix; eigenvector; fast Fourier transforms; fast channel estimation; iterative least-square with projection method; minimum mean square error based linear channel estimation; multipath fading channel; multiple-input and multiple-output channel; pilot contamination reduction; signals detection; wireless channels; Antennas; Base stations; Channel estimation; Covariance matrices; Fading; MIMO; Jacket and diagonal Jacket matrices; covariance matrix; fast channel estimation; massive MIMO; pilot contamination problem; propagation matrix;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fiber Optics in Access Network (FOAN), 2013 4th International Workshop on
  • Conference_Location
    Almaty
  • Print_ISBN
    978-1-4799-1502-6
  • Type

    conf

  • DOI
    10.1109/FOAN.2013.6648821
  • Filename
    6648821