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The Likelihood Encoder for Lossy Compression

Author(s): Song, Eva C; Cuff, Paul; Poor, Harold V

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dc.contributor.authorSong, Eva C-
dc.contributor.authorCuff, Paul-
dc.contributor.authorPoor, Harold V-
dc.date.accessioned2020-02-19T22:00:36Z-
dc.date.accessioned2023-12-13T17:56:54Z-
dc.date.available2020-02-19T22:00:36Z-
dc.date.available2023-12-13T17:56:54Z-
dc.date.issued2016-04en_US
dc.identifier.citationSong, Eva C., Paul Cuff, and Harold V. Poor. "The Likelihood Encoder for Lossy Compression." IEEE Transactions on Information Theory 62, no. 4 (2016): pp. 1836-1849. doi:10.1109/TIT.2016.2529657en_US
dc.identifier.issn0018-9448-
dc.identifier.urihttps://arxiv.org/abs/1408.4522v1-
dc.identifier.urihttp://arks.princeton.edu/ark:/88435/pr1542j82v-
dc.description.abstractA likelihood encoder is studied in the context of lossy source compression. The analysis of the likelihood encoder is based on the soft-covering lemma. It is demonstrated that the use of a likelihood encoder together with the soft-covering lemma yields simple achievability proofs for classical source coding problems. The cases of the point-to-point rate-distortion function, the rate-distortion function with side information at the decoder (i.e., the Wyner-Ziv problem), and the multi-terminal source coding inner bound (i.e., the Berger-Tung problem) are examined in this paper. Furthermore, a non-asymptotic analysis is used for the point-to-point case to examine the upper bound on the excess distortion provided by this method. The likelihood encoder is also related to a recent alternative technique using the properties of random binning.en_US
dc.format.extent1836-1849en_US
dc.language.isoen_USen_US
dc.relation.ispartofIEEE Transactions on Information Theoryen_US
dc.relation.replaceshttp://arks.princeton.edu/ark:/88435/pr1v485-
dc.relation.replaces88435/pr1v485-
dc.rightsAuthor's manuscripten_US
dc.titleThe Likelihood Encoder for Lossy Compressionen_US
dc.typeJournal Articleen_US
dc.identifier.doidoi:10.1109/TIT.2016.2529657-
dc.identifier.eissn1557-9654-
pu.type.symplectichttp://www.symplectic.co.uk/publications/atom-terms/1.0/conference-proceedingen_US

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