• DocumentCode
    3159685
  • Title

    Implementation of the Levinson algorithm for MMSE equalizer

  • Author

    Kim, Minsu ; Lee, Jinyong ; Kim, Younglok

  • Author_Institution
    Dept. of Electron. Eng. & Program of Integrated Biotechnol., Sogang Univ., Seoul
  • Volume
    03
  • fYear
    2008
  • fDate
    24-25 Nov. 2008
  • Abstract
    In wireless communication system applying the minimum mean square error (MMSE) as its equalization algorithm, the equalizer is one of the most critical part in terms of the computational complexity of the baseband signal processing. Hence more efficient algorithm implementing MMSE equalizer is needed to save power consumption and reduce the hardware complexity. In this paper, we implement the recursive Levinson algorithm which is to solve the linear system solution in MMSE equalizer. The Levinson algorithm can be implemented with reduced hardware complexity and better operation speed compared to Cholesky decomposition which is one of linear system solution algorithm. In addition, the recursive algorithm has flexibility on the service quality due to the trade-off between performance and complexity which can be determined by the threshold value.
  • Keywords
    equalisers; least mean squares methods; mobile communication; quality of service; recursive estimation; Cholesky decomposition; Levinson algorithm; MMSE equalizer; baseband signal processing; computational complexity; equalization algorithm; hardware complexity; linear system solution; minimum mean square error; mobile communication system; power consumption; recursive algorithm; service quality; wireless communication system; Biotechnology; Computational complexity; Equalizers; Hardware; Intersymbol interference; Linear systems; Mean square error methods; Signal processing algorithms; Signal to noise ratio; Wireless communication; Equalizer; Levinson; MMSE;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SoC Design Conference, 2008. ISOCC '08. International
  • Conference_Location
    Busan
  • Print_ISBN
    978-1-4244-2598-3
  • Electronic_ISBN
    978-1-4244-2599-0
  • Type

    conf

  • DOI
    10.1109/SOCDC.2008.4815727
  • Filename
    4815727