• DocumentCode
    638665
  • Title

    Serial FFT-BP LDPC decoding based on unsymmetrical message transmission

  • Author

    Chen Xin ; Li Shenyang

  • Author_Institution
    China Acad. of Space Technol., Space Star Technol. Co., Ltd., Beijing, China
  • fYear
    2013
  • fDate
    27-29 April 2013
  • Firstpage
    487
  • Lastpage
    491
  • Abstract
    A low complexity serial Fast Fourier Transform Belief Propagation (FFT-BP) algorithm for decoding non-binary low-density parity-check (LDPC) codes use unsymmetrical message transmission scheme between bit nodes and check nodes is presented. Before each step of iteration, every symbol node´s reliability was evaluated based on high reliable check number and pseudo a posterior probability (APP). The variable nodes with high reliability will just send messages to its neighbour and avoid the messages from them. Compared to the previous traditional message transmission method, it can use the messages adaptively, and therefore provide better decoding quality and computation complexity reduction. Simulations show that the proposed method could improve performance and reduce complexity at the same time compared with the conventional FFT-BP decoding algorithm.
  • Keywords
    belief networks; computational complexity; decoding; fast Fourier transforms; parity check codes; FFT-BP decoding algorithm; bit nodes; check nodes; computation complexity reduction; decoding nonbinary low-density parity-check codes; decoding quality; low complexity serial fast Fourier transform belief propagation algorithm; message transmission method; pseudo a posterior probability; serial FFT-BP LDPC decoding; symbol node reliability; unsymmetrical message transmission; nonbinary low-density parity-check codes; serial fft-bp; unsymmetrical message transmission;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Information and Communications Technologies (IETICT 2013), IET International Conference on
  • Conference_Location
    Beijing
  • Electronic_ISBN
    978-1-84919-653-6
  • Type

    conf

  • DOI
    10.1049/cp.2013.0090
  • Filename
    6617533