• DocumentCode
    2515764
  • Title

    Rate distortion function with a proportional mean-square error distortion measure

  • Author

    Binia, Jacob

  • Author_Institution
    New Elective-Eng. Services Ltd., Haifa
  • fYear
    2008
  • fDate
    6-11 July 2008
  • Firstpage
    862
  • Lastpage
    866
  • Abstract
    New bounds on the rate distortion function of certain stationary time-discrete and time-continuous sources, with a proportional-weighted mean-square error (MSE) distortion measure, are given. The growth, g, of the rate distortion function, as a result of changing from a non-weighted MSE distortion measure to a proportional-weighted distortion criterion is analyzed. It is shown in the time-discrete case that for a small distortion d, the growth g, and the difference between the rate distortion functions of a Gaussian, memoryless source and a source with memory, both with the same marginal statistics and MSE distortion measure, share the same upper bound.
  • Keywords
    Gaussian processes; mean square error methods; rate distortion theory; statistical analysis; Gaussian source; marginal statistics; memoryless source; nonweighted MSE distortion; proportional mean-square error distortion measure; proportional-weighted mean-square error distortion measure; rate distortion function; stationary time-discrete sources; time-continuous sources; Density measurement; Distortion measurement; Frequency; Gaussian processes; Jacobian matrices; Power measurement; Rate-distortion; Statistics; Upper bound; Weight measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory, 2008. ISIT 2008. IEEE International Symposium on
  • Conference_Location
    Toronto, ON
  • Print_ISBN
    978-1-4244-2256-2
  • Electronic_ISBN
    978-1-4244-2257-9
  • Type

    conf

  • DOI
    10.1109/ISIT.2008.4595109
  • Filename
    4595109