activity
20152023
most citedOn Finite Blocklength Lossy Source Coding

23 citations · 97 across the 24 of their papers we have counts for

collaborators

24 papers

cs.IT2023★ 23 cited

On Finite Blocklength Lossy Source Coding

Lin Zhou, Mehul Motani

In this monograph, we review recent advances in second-order asymptotics for lossy source coding, which provides approximations to the finite blocklength performance of optimal cod…

cs.IT2022

Achievable Refined Asymptotics for Successive Refinement Using Gaussian Codebooks

Lin Bai, Zhuangfei Wu, Lin Zhou

We study the mismatched successive refinement problem where one uses Gaussian codebooks to compress an arbitrary memoryless source with successive minimum Euclidean distance encodi…

cs.IT2022

Resolution Limits of Non-Adaptive 20 Questions Search for a Moving Target

Lin Zhou, Alfred Hero

Using the 20 questions estimation framework with query-dependent noise, we study non-adaptive search strategies for a moving target over the unit cube with unknown initial location…

math.ST2022

Asymptotics for Outlier Hypothesis Testing

Lin Zhou, Yun Wei, Alfred Hero

We revisit the outlier hypothesis testing framework of Li \emph{et al.} (TIT 2014) and derive fundamental limits for the optimal test. In outlier hypothesis testing, one is given m…

cs.IT2021

Achievable Resolution Limits for the Noisy Adaptive 20 Questions Problem

Lin Zhou, Alfred Hero

We study the achievable performance of adaptive query procedures for the noisy 20 questions problem with measurement-dependent noise over a unit cube of finite dimension. The perfo…

cs.IT2021

Resolution Limits of 20 Questions Search Strategies for Moving Targets

Lin Zhou, Alfred Hero

We establish fundamental limits of tracking a moving target over the unit cube under the framework of 20 questions with measurement-dependent noise. In this problem, there is an or…