• DocumentCode
    810371
  • Title

    Source fidelity over fading channels: performance of erasure and scalable codes

  • Author

    Zachariadis, Konstantinos E. ; Honig, Michael L. ; Katsaggelos, Aggelos K.

  • Author_Institution
    Kellogg Sch. of Manage., Northwestern Univ., Evanston, IL
  • Volume
    56
  • Issue
    7
  • fYear
    2008
  • fDate
    7/1/2008 12:00:00 AM
  • Firstpage
    1080
  • Lastpage
    1091
  • Abstract
    We consider the transmission of a Gaussian source through a block fading channel. Assuming each block is decoded independently, the received distortion depends on the tradeoff between quantization accuracy and probability of outage. Namely, higher quantization accuracy requires a higher channel code rate, which increases the probability of outage. We first treat an outage as an erasure, and evaluate the received mean distortion with erasure coding across blocks as a function of the code length. We then evaluate the performance of scalable, or multi-resolution coding in which coded layers are superimposed within a coherence block, and the layers are sequentially decoded. Both the rate and power allocated to each layer are optimized. In addition to analyzing the performance with a finite number of layers, we evaluate the mean distortion at high signal-to-noise ratios as the number of layers becomes infinite. As the block length of the erasure code increases to infinity, the received distortion converges to a deterministic limit, which is less than the mean distortion with an infinite-layer scalable coding scheme. However, for the same standard deviation in received distortion, infinite layer scalable coding performs slightly better than erasure coding, and with much less decoding delay.
  • Keywords
    Gaussian channels; block codes; combined source-channel coding; fading channels; probability; quantisation (signal); rate distortion theory; sequential decoding; Gaussian source; block decoding; block fading channel; code length; distortion; erasure codes; multiresolution coding; outage probability; quantization accuracy; scalable codes; sequential decoding; source fidelity; Broadcasting; Channel coding; Decoding; Delay; Distortion; Fading; H infinity control; Performance analysis; Quantization; Signal analysis;
  • fLanguage
    English
  • Journal_Title
    Communications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0090-6778
  • Type

    jour

  • DOI
    10.1109/TCOMM.2008.060387
  • Filename
    4568449