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Evaluation of rate-distortion functions for a class of independent identically distributed sources under an absolute-magnitude criterion | IEEE Journals & Magazine | IEEE Xplore

Evaluation of rate-distortion functions for a class of independent identically distributed sources under an absolute-magnitude criterion


Abstract:

The explicit evaluation of the rate-distortion functionR(D)for continnous-amplitude sources when it is strictly greater than its Shannon lower bound has been previously c...Show More

Abstract:

The explicit evaluation of the rate-distortion functionR(D)for continnous-amplitude sources when it is strictly greater than its Shannon lower bound has been previously considered a formidable task. This is the case for independent identically distributed (i.i.d.) Gaussian sources under an absolute-magnitude distortion criterion. In this paper, we provide a method that yields the explicit evaluation ofR(D)for this case. This method is then shown to be applicable to the evaluation of the absolute-magnitude-criterionR(D)for a large class of i.i.d, sources having probability densities with constrained tail decay. Other applications are discussed.
Published in: IEEE Transactions on Information Theory ( Volume: 21, Issue: 1, January 1975)
Page(s): 59 - 64
Date of Publication: 31 January 1975

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