• DocumentCode
    2460768
  • Title

    Iterative MAP Multi-User OFDM over Rapidly-Varying Frequency-Selective Channels

  • Author

    Ketseoglou, Thomas ; Tom, Andrew

  • Author_Institution
    ECE Dept., California State Polytech. Univ., Pomona, CA
  • fYear
    2006
  • fDate
    Oct. 29 2006-Nov. 1 2006
  • Firstpage
    1772
  • Lastpage
    1776
  • Abstract
    In this paper, we introduce an Expectation Maximization (EM) based iterative multi-user OFDM detector, the detector works in tandem with an a posteriori probability (APP) channel decoder to form a Turbo processor, suitable for use in a rapidly changing multi- path fading environment. The system uses spatial diversity at the receiver, by employing a number of uncorrected (independent) antennas. The normalized Doppler frequencies are in the order of 0.02 to 0.04, i.e. fast changing channel conditions. The system uses a single pilot slot every 10 - 15 slots, for initial channel estimation (acquisition) per user, so only minimal overhead is required. We show that this configuration achieves very high gains first by virtue of the EM detector that simultaneously detects user data and tracks the channel changes, and second by employing the APP decoder, while at the same time it converges very closely to the ideal, perfect channel side information receiver.
  • Keywords
    OFDM modulation; channel coding; channel estimation; diversity reception; expectation-maximisation algorithm; fading channels; iterative decoding; maximum likelihood decoding; maximum likelihood detection; multipath channels; multiuser detection; turbo codes; aposteriori probability channel decoder; channel side information receiver; expectation maximization; iterative MAP multiuser OFDM detector; multipath fading frequency-selective channel estimation; normalized Doppler frequency; spatial diversity; turbo processor; Bandwidth; Bit error rate; Channel estimation; Detectors; Error analysis; Fading; Iterative decoding; Least squares approximation; OFDM; Receiving antennas;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers, 2006. ACSSC '06. Fortieth Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA
  • ISSN
    1058-6393
  • Print_ISBN
    1-4244-0784-2
  • Electronic_ISBN
    1058-6393
  • Type

    conf

  • DOI
    10.1109/ACSSC.2006.355066
  • Filename
    4176876