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A new converse in rate-distortion theory | IEEE Conference Publication | IEEE Xplore

A new converse in rate-distortion theory


Abstract:

This paper shows new finite-blocklength converse bounds applicable to lossy source coding as well as joint source-channel coding, which are tight enough not only to prove...Show More

Abstract:

This paper shows new finite-blocklength converse bounds applicable to lossy source coding as well as joint source-channel coding, which are tight enough not only to prove the strong converse, but to find the rate-dispersion functions in both setups. In order to state the converses, we introduce the d-tilted information, a random variable whose expectation and variance (with respect to the source) are equal to the rate-distortion and rate-dispersion functions, respectively.
Date of Conference: 21-23 March 2012
Date Added to IEEE Xplore: 24 September 2012
ISBN Information:
Conference Location: Princeton, NJ, USA

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