• DocumentCode
    569367
  • Title

    An Improved LMMSE Channel Estimation Algorithm of LTE System

  • Author

    Liu, Wenwen ; Li, Xiaolin

  • Author_Institution
    Chongqing Key Lab. of Mobile Commun., ChongQing Univ. of Posts & Telecommun., Chongqing, China
  • fYear
    2012
  • fDate
    17-19 Aug. 2012
  • Firstpage
    231
  • Lastpage
    234
  • Abstract
    This paper first introduces the MIMO-OFDM (Multiple Input Multiple Output-Orthogonal Frequency Division Multiplexing) system model, and then studies several classical channel estimation algorithms: LS(Least Square) algorithm and LMMSE(Liner Minimum Mean-Square Error) algorithms. Finally, based on the Jacobi iterative algorithm for solving linear equations, the original LMMSE algorithm has been improved. Theoretical analysis and simulation results show that: Improved LMMSE algorithm not only can reduce the complexity of the implementation, but also has more superior performance.
  • Keywords
    Long Term Evolution; MIMO communication; OFDM modulation; channel estimation; iterative methods; least mean squares methods; Jacobi iterative algorithm; LTE system; MIMO-OFDM system model; improved LMMSE channel estimation algorithm; least square algorithm; linear equations; liner minimum mean-square error algorithms; multiple input multiple output-orthogonal frequency division multiplexing; Algorithm design and analysis; Channel estimation; Complexity theory; Equations; Mathematical model; OFDM; Signal to noise ratio; Improved LMMSE; LMMSE; LS; MIMO-OFDM;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational and Information Sciences (ICCIS), 2012 Fourth International Conference on
  • Conference_Location
    Chongqing
  • Print_ISBN
    978-1-4673-2406-9
  • Type

    conf

  • DOI
    10.1109/ICCIS.2012.71
  • Filename
    6300445