• DocumentCode
    337002
  • Title

    Joint source channel coding of images over frequency selective channels using DCT and multicarrier BPAM

  • Author

    Kafedziski, Venceslav

  • Author_Institution
    Telecommun. Res. Center, Arizona State Univ., Tempe, AZ, USA
  • Volume
    4
  • fYear
    1999
  • fDate
    15-19 Mar 1999
  • Firstpage
    2375
  • Abstract
    A novel approach to joint source and channel coding for frequency selective channels is presented. Multicarrier modulation is used to obtain an equivalent vector channel to the frequency selective channel and utilize the linear coding procedure of Lee and Petersen (1976). The use of the block pulse amplitude transmission results in graceful degradation of the decoded signal for low channel SNR. The new procedure shows very good performance for image transmission over frequency selective channels with deep nulls in the frequency response, in the very low channel SNR region. Both the encoder and decoder are computationally very inexpensive in terms of design and implementation, compared to the digital transmission with channel optimized vector quantization. Results for transmission of a Gauss-Markov source and “Lena” image on several typical channels are presented
  • Keywords
    AWGN; Gaussian channels; Markov processes; combined source-channel coding; decoding; discrete cosine transforms; frequency response; image coding; intersymbol interference; linear codes; pulse amplitude modulation; transform coding; visual communication; AWGN; DCT; Gauss-Markov source; Gaussian channel; ISI; block pulse amplitude transmission; channel optimized vector quantization; decoded signal degradation; decoder; deep nulls; digital transmission; encoder; frequency response; frequency selective channels; image coding; image transmission; joint source channel coding; linear coding; low channel SNR; multicarrier BPAM; multicarrier modulation; vector channel; Channel coding; Chirp modulation; Decoding; Degradation; Design optimization; Frequency response; Gaussian channels; Image communication; Modulation coding; Vector quantization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
  • Conference_Location
    Phoenix, AZ
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-5041-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.1999.758416
  • Filename
    758416