Maynooth University

Maynooth University ePrints and eTheses Archive

Maynooth University Library

An alternative proof of the rate-distortion function of poisson processes with a queueing distortion measure.

Coleman, Todd P. and Kiyavash, Negar and Subramanian, Vijay G. (2008) An alternative proof of the rate-distortion function of poisson processes with a queueing distortion measure. An Alternative Proof of the Rate-Distortion.

[img] Download (191kB)

Abstract

This paper presents a proof of the rate distortion function of a Poisson process with a queuing distortion measure that is in complete analogy with the proofs associated with the rate distortion functions of a Bernoulli source with Hamming distortion measure and a Gaussian source with squared-error distortion measure. Analogous to those problems, the distortion measure that we consider is related to the logarithm of the conditional distribution relating the input to the output of a well-known channel coding problem, specifically the Anantharam and Verdu “Bits through Queues” [1] coding problem. Our proof of the converse utilizes McFadden’s point process entropy formulation [2] and involves a number of mutual information inequalities, one of which exploits the maximum-entropy achieving property of the Poisson process. Our test channel uses Burke’s theorem [3], [4] to prove achievability.

Item Type: Article
Keywords: Rate-distortion function; Poisson process; Queueing distortion measure; Bernoulli source; Gaussian source; Hamilton Institute;
Subjects: Science & Engineering > Hamilton Institute
Science & Engineering > Mathematics & Statistics
Item ID: 1669
Depositing User: Hamilton Editor
Date Deposited: 17 Nov 2009 09:59
Journal or Publication Title: An Alternative Proof of the Rate-Distortion
Publisher: IEEE
Refereed: Yes
URI:

    Repository Staff Only(login required)

    View Item Item control page

    Document Downloads

    More statistics for this item...