• DocumentCode
    178153
  • Title

    Expectation propagation approach to joint channel estimation and decoding for OFDM systems

  • Author

    Sheng Wu ; Linling Kuang ; Zuyao Ni ; Jianhua Lu ; Huang, Defeng David ; Qinghua Guo

  • Author_Institution
    Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
  • fYear
    2014
  • fDate
    4-9 May 2014
  • Firstpage
    1941
  • Lastpage
    1945
  • Abstract
    We propose a message-passing algorithm of joint channel estimation and decoding for OFDM systems, where expectation propagation is exploited to deal with channel estimation. Specially, the message updating is formulated into a recursive form. As a result, for system with K subcarriers and L channel taps, only O(K + L) messages need to be tracked, and meanwhile they can be efficiently calculated using FFT with complexity O(K|A| + K log2 K), where |A| denotes the constellation size. Numerical experiments show that our algorithm achieves BER performance within 0.5 dB of the known-channel bound.
  • Keywords
    OFDM modulation; channel estimation; decoding; error statistics; fast Fourier transforms; message passing; BER performance; FFT; OFDM systems; channel taps; constellation size; decoding; expectation propagation; joint channel estimation; message updating; message-passing algorithm; recursive form; subcarriers; Channel estimation; Decoding; Educational institutions; Joints; Message passing; OFDM; Signal processing algorithms; Expectation propagation; OFDM; joint channel estimation and decoding; message passing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
  • Conference_Location
    Florence
  • Type

    conf

  • DOI
    10.1109/ICASSP.2014.6853937
  • Filename
    6853937