Multidimensional asymptotic quantization theory with th power distortion measures

  • Authors:
  • J. Bucklew;G. Wise

  • Affiliations:
  • -;-

  • Venue:
  • IEEE Transactions on Information Theory
  • Year:
  • 2006

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Abstract

Asymptotic properties of therth power distortion measure associated with quantizedk-dimensional random variables are considered. Subject only to a moment condition, it is shown that the infimum over allNlevel quantizers of the quantityN^{r/k}times therth power average distortion converges to a finite constant asN rightarrow infty.