Finite blocklength lossy source coding for discrete memoryless sources

L Zhou, M Motani - Foundations and Trends® in …, 2023 - nowpublishers.com
Shannon propounded a theoretical framework (collectively called information theory) that
uses mathematical tools to understand, model and analyze modern mobile wireless …

Indirect lossy source coding with observed source reconstruction: Nonasymptotic bounds and second-order asymptotics

H Yang, Y Shi, S Shao, X Yuan - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper considers the joint compression of a pair of correlated sources, where the
encoder is allowed to access only one of the sources. The objective is to recover both …

Achievable refined asymptotics for successive refinement using Gaussian codebooks

L Bai, Z Wu, L Zhou - IEEE Transactions on Information Theory, 2023 - ieeexplore.ieee.org
We study the mismatched successive refinement problem where one uses Gaussian
codebooks to compress an arbitrary memoryless source with successive minimum …

Exponential strong converse for content identification with lossy recovery

L Zhou, VYF Tan, L Yu, M Motani - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
We revisit the high-dimensional content identification with lossy recovery problem (Tuncel
and Gündüz, 2014) and establish an exponential strong converse theorem. As a corollary of …

Joint Data and Semantics Lossy Compression: Nonasymptotic and Second-Order Achievability Bounds

H Yang, Y Shi, S Shao, X Yuan - arxiv preprint arxiv:2401.14962, 2024 - arxiv.org
This paper studies a joint data and semantics lossy compression problem in the finite
blocklength regime, where the data and semantic sources are correlated, and only the data …

On the Second-Order Achievabilities of Indirect Quadratic Lossy Source Coding

H Yang, X Yuan - arxiv preprint arxiv:2410.08110, 2024 - arxiv.org
This paper studies the second-order achievabilities of indirect quadratic lossy source coding
for a specific class of source models, where the term" quadratic" denotes that the …

Kaspi problem revisited: Non-asymptotic converse bound and second-order asymptotics

L Zhou, M Motani - GLOBECOM 2017-2017 IEEE Global …, 2017 - ieeexplore.ieee.org
In this paper, we revisit the lossy source coding problem with side information available at
the encoder and one of the two decoders, which we term as the Kaspi problem (Kaspi …

On the multiple description coding problem with one semi-deterministic distortion measure

L Zhou, M Motani - GLOBECOM 2017-2017 IEEE Global …, 2017 - ieeexplore.ieee.org
In this paper, we revisit the multiple description coding problem with one semi-deterministic
distortion measure, which we term as the Fu-Yeung problem (Fu and Yeung, 2002). We …

On Multiterminal Source Coding: Refined Asymptotics, Mismatch and Streaming

Z Lin - 2018 - search.proquest.com
This thesis concerns three contemporary aspects of various multiterminal source coding
problems—refined asymptotics, mismatch and streaming. The study of refined asymptotics …