Information Theory for Data Communications and Processing

This book, composed of the collection of papers that have appeared in the Special Issue of theEntropy journal dedicated to "Information Theory for Data Communications and Processing",reflects, in its eleven chapters, novel contributions based on the firm basic grounds of informationtheory. The book chapters [1-11] address timely theoretical and practical aspects that carry bothinteresting and relevant theoretical contributions, as well as direct implications for modern currentand future communications systems. [...].

[1]  Jaime Llorca,et al.  Efficient Algorithms for Coded Multicasting in Heterogeneous Caching Networks , 2019, Entropy.

[2]  Chao Tian,et al.  Symmetry, Outer Bounds, and Code Constructions: A Computer-Aided Investigation on the Fundamental Limits of Caching , 2016, 2017 IEEE International Symposium on Information Theory (ISIT).

[3]  Mohit Thakur,et al.  Quasi-Concavity for Gaussian Multicast Relay Channels , 2019, Entropy.

[4]  Abdellatif Zaidi,et al.  Variational Information Bottleneck for Unsupervised Clustering: Deep Gaussian Mixture Embedding , 2019, Entropy.

[5]  Deniz Gündüz,et al.  Gaussian Multiple Access Channels with One-Bit Quantizer at the Receiver †,‡ , 2018, Entropy.

[6]  Shlomo Shamai,et al.  Robust Baseband Compression Against Congestion in Packet-Based Fronthaul Networks Using Multiple Description Coding , 2019, Entropy.

[7]  Shlomo Shamai,et al.  On the Information Bottleneck Problems: Models, Connections, Applications and Information Theoretic Views , 2020, Entropy.

[8]  Jun Chen,et al.  Asymptotic Rate-Distortion Analysis of Symmetric Remote Gaussian Source Coding: Centralized Encoding vs. Distributed Encoding , 2019, Entropy.

[9]  Ye Wang,et al.  Cross-Entropy Method for Content Placement and User Association in Cache-Enabled Coordinated Ultra-Dense Networks , 2019, Entropy.

[10]  Andrea Matera,et al.  Non-Orthogonal eMBB-URLLC Radio Access for Cloud Radio Access Networks with Analog Fronthauling , 2018, Entropy.

[11]  Shlomo Shamai,et al.  Amplitude Constrained MIMO Channels: Properties of Optimal Input Distributions and Bounds on the Capacity † , 2019, Entropy.