• DocumentCode
    402772
  • Title

    Low-complexity channel estimation for wireless OFDM systems

  • Author

    Athaudage, C.R.N. ; Jayalath, A.D.S.

  • Author_Institution
    ARC Special Res. Center, Melbourne Univ., Vic., Australia
  • Volume
    1
  • fYear
    2003
  • fDate
    7-10 Sept. 2003
  • Firstpage
    521
  • Abstract
    Wireless communication systems incorporating coherent OFDM requires the estimation and tracking of the time-varying channel response for accurate demodulation of data at the receiver. In pilot-symbol-assisted (PSA) OFDM systems, the minimum mean-square-error (MMSE) estimator is a good channel estimation technique given that channel statistics are known. However, the major drawback of the MMSE estimator is its high computational complexity, which grows with number of pilots. Piecewise-linear interpolation is a low complexity solution to the channel estimation task. In this paper we derive exact expressions for the channel estimation error as a function of pilot spacing, channel statistics and channel noise, when piecewise-linear interpolation is incorporated. We compare the performance of piecewise-linear interpolation against that of a low complexity MMSE technique (piecewise-MMSE interpolation) under both matched and mismatched conditions of channel statistics. Results show that a piecewise-linear interpolator performs better than a mismatched piecewise-MSSE interpolator of same complexity.
  • Keywords
    OFDM modulation; channel estimation; channel spacing; computational complexity; interpolation; least mean squares methods; radio networks; radio receivers; time-varying channels; MMSE estimator; OFDM; Piecewise-linear interpolation; channel estimation technique; channel statistics; computational complexity; estimation error; minimum mean-square-error; pilot-symbol-assisted; time-varying channel response; wireless communication systems; Channel estimation; Computational complexity; Demodulation; Error analysis; Interpolation; OFDM; Piecewise linear techniques; Statistics; Time-varying channels; Wireless communication;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Personal, Indoor and Mobile Radio Communications, 2003. PIMRC 2003. 14th IEEE Proceedings on
  • Print_ISBN
    0-7803-7822-9
  • Type

    conf

  • DOI
    10.1109/PIMRC.2003.1264326
  • Filename
    1264326