• DocumentCode
    863920
  • Title

    Frame-theoretic analysis of DFT codes with erasures

  • Author

    Rath, Gagan ; Guillemot, Christine

  • Author_Institution
    IRISA/INRIA, France
  • Volume
    52
  • Issue
    2
  • fYear
    2004
  • Firstpage
    447
  • Lastpage
    460
  • Abstract
    Discrete Fourier transform (DFT) codes have been used as joint source-channel codes in order to provide robustness against channel errors and erasures. This paper presents a frame-theoretic analysis of lowpass DFT codes with erasures. First, it is shown that such codes make a special class of frames. Then, the message reconstructions by the frame-theoretic signal space projection and coding-theoretic syndrome decoding of erasures are analyzed, and their equivalence is proved. The error performance of lowpass DFT codes is analyzed using the frame theory. The analysis helps in classifying the subframes of a DFT frame into several classes. This classification leads to the development of packetization criteria in order to guarantee minimum mean square reconstruction error and, thus, to minimize the effect of the quantization error. Simulation results substantiate the presented theory and the proposed packetization schemes.
  • Keywords
    combined source-channel coding; discrete Fourier transforms; error correction codes; error statistics; least mean squares methods; quantisation (signal); DFT codes; channel errors; coding-theoretic syndrome decoding; erasures; frame-theoretic analysis; frame-theoretic signal space projection; joint-source channel codes; message reconstructions; minimum mean square reconstruction error; packetization criteria; quantization error; robustness; Channel coding; Communication systems; Decoding; Degradation; Discrete Fourier transforms; Error correction; Fourier transforms; Quantization; Redundancy; Signal processing;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2003.821106
  • Filename
    1261331