• DocumentCode
    164376
  • Title

    Zero-delay joint source-channel coding

  • Author

    Aguerri, Inaki Estella ; Varasteh, Morteza ; Gunduz, Deniz

  • Author_Institution
    Imperial Coll. London, London, UK
  • fYear
    2014
  • fDate
    7-8 May 2014
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In zero-delay joint source-channel coding each source sample is mapped to a channel input, and the samples are directly estimated at the receiver based on the corresponding channel output. Despite its simplicity, uncoded transmission achieves the optimal end-to-end distortion performance in some communication scenarios, significantly simplifying the encoding and decoding operations, and reducing the coding delay. Three different communication scenarios are considered here, for which uncoded transmission is shown to achieve either optimal or near-optimal performance. First, the problem of transmitting a Gaussian source over a block-fading channel with block-fading side information is considered. In this problem, uncoded linear transmission is shown to achieve the optimal performance for certain side information distributions, while separate source and channel coding fails to achieve the optimal performance. Then, uncoded transmission is shown to be optimal for transmitting correlated multivariate Gaussian sources over a multiple-input multiple-output (MIMO) channel in the low signal to noise ratio (SNR) regime. Finally, motivated by practical systems a peak-power constraint (PPC) is imposed on the transmitter´s channel input. Since linear transmission is not possible in this case, nonlinear transmission schemes are proposed and shown to perform very close to the lower bound.
  • Keywords
    Gaussian channels; MIMO communication; block codes; combined source-channel coding; decoding; delays; fading channels; radio receivers; radio transmitters; MIMO communication; PPC; SNR; block fading channel; correlated multivariate Gaussian source transmission; decoding; encoding delay reduction; end-to-end distortion performance; information distribution; multiple input multiple output channel; nonlinear transmission scheme; peak power constraint; receiver; signal to noise ratio; transmitter channel; uncoded linear transmission; zero delay joint source channel coding; Channel coding; Decoding; Joints; MIMO; Nonlinear distortion; Signal to noise ratio;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communication and Information Theory (IWCIT), 2014 Iran Workshop on
  • Conference_Location
    Tehran
  • Print_ISBN
    978-1-4799-4878-9
  • Type

    conf

  • DOI
    10.1109/IWCIT.2014.6842482
  • Filename
    6842482