• DocumentCode
    640333
  • Title

    Rate-distortion function for gamma sources under absolute-log distortion measure

  • Author

    Watanabe, K. ; Ikeda, Shoji

  • Author_Institution
    Grad. Sch. of Inf. Sci., Nara Inst. of Sci. & Technol., Nara, Japan
  • fYear
    2013
  • fDate
    7-12 July 2013
  • Firstpage
    2557
  • Lastpage
    2561
  • Abstract
    We evaluate the rate-distortion function for the i.i.d. gamma sources with respect to the absolute-log distortion measure. The logarithmic transformation reduces this rate-distortion problem to that under the absolute distortion measure. Extending the explicit evaluation of the rate-distortion function for the Gaussian sources, we obtain the parametric form of the rate-distortion function. We show that the optimal distribution of reconstruction consists of a continuous component enclosed by left and right discrete components and the left discrete component vanishes when the allowed distortion is small.
  • Keywords
    Gaussian processes; gamma distribution; optimisation; rate distortion theory; Gaussian sources; absolute-log distortion measure; continuous component; discrete components; gamma distribution; gamma sources; logarithmic transformation; optimal distribution; parametric form; rate-distortion function; rate-distortion problem; Distortion measurement; Electronic mail; Entropy; Mathematical model; Rate-distortion; Transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory Proceedings (ISIT), 2013 IEEE International Symposium on
  • Conference_Location
    Istanbul
  • ISSN
    2157-8095
  • Type

    conf

  • DOI
    10.1109/ISIT.2013.6620688
  • Filename
    6620688