Information Theory

Authors and titles for September 2021

[51] arXiv:2109.04530 [pdf, other]

Title: Notes on Generalizing the Maximum Entropy Principle to Uncertain Data

Kenneth Bogert

Comments: 11 pages

Subjects: Information Theory (cs.IT); Machine Learning (cs.LG)

[52] arXiv:2109.04807 [pdf, other]

Title: Unselfish Coded Caching can Yield Unbounded Gains over Symmetrically Selfish Caching

Federico Brunero, Petros Elia

Comments: 48 pages, 8 figures. Submitted to IEEE Transactions on Information Theory

Subjects: Information Theory (cs.IT)

[53] arXiv:2109.04934 [pdf, other]

Title: Constructions of Binary Cross Z-Complementary Pairs With Large CZC Ratio

Hui Zhang, Cuiling Fan, Sihem Mesnager

Subjects: Information Theory (cs.IT)

[54] arXiv:2109.04986 [pdf, other]

Title: Multi-agent deep reinforcement learning (MADRL) meets multi-user MIMO systems

Heunchul Lee, Jaeseong Jeong

Comments: Accepted for presentation at the IEEE GLOBECOM 2021, SAC, Machine Learning for Communications, December 7 - 11, in Madrid, Spain. @2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media

Subjects: Information Theory (cs.IT); Machine Learning (cs.LG)

[55] arXiv:2109.05171 [pdf, other]

Title: On the Intercept Probability and Secure Outage Analysis of Mixed ($\alpha$-$\kappa$-$\mu$)-shadowed and M\'alaga Turbulent Model

N. A. Sarker, A. S. M. Badrudduza, S. M. R. Islam, S. H. Islam, M. K. Kundu, I. S. Ansari, K.-S. Kwak

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[56] arXiv:2109.05222 [pdf, other]

Title: Fundamental limits of over-the-air optimization: Are analog schemes optimal?

Shubham K Jha, Prathamesh Mayekar, Himanshu Tyagi

Comments: Few typos fixed and one reference added. An abridged version of this paper will appear in the proceedings of IEEE Global Communications Conference (GLOBECOM), Spain, 2021

Subjects: Information Theory (cs.IT); Machine Learning (cs.LG); Signal Processing (eess.SP); Machine Learning (stat.ML)

[57] arXiv:2109.05316 [pdf, other]

Title: Successive Decode-and-Forward Relaying with Reconfigurable Intelligent Surfaces

Zaid Abdullah, Steven Kisseleff, Konstantinos Ntontin, Wallace Alves Martins, Symeon Chatzinotas, Bjorn Ottersten

Subjects: Information Theory (cs.IT)

[58] arXiv:2109.05334 [pdf, other]

Title: Hermite Expansion Model and LMMSE Analysis for Low-Resolution Quantized MIMO Detection

Lifu Liu, Yi Ma, Na Yi

Comments: 16 pages

Journal-ref: IEEE Trans. Signal Processing 2021

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[59] arXiv:2109.05342 [pdf, other]

Title: Relaxed Zero-Forcing Beamformer under Temporally-Correlated Interference

Takehiro Kono, Masahiro Yukawa, Tomasz Piotrowski

Comments: 33 pages, 13 figures

Subjects: Information Theory (cs.IT)

[60] arXiv:2109.05408 [pdf, other]

Title: On the Fundamental Limits of Matrix Completion: Leveraging Hierarchical Similarity Graphs

Junhyung Ahn, Adel Elmahdy, Soheil Mohajer, Changho Suh

Comments: The first two authors contributed equally to this work. A preliminary version of this work was presented at the 2020 Advances in Neural Information Processing Systems Conference (NeurIPS 2020)

Subjects: Information Theory (cs.IT); Machine Learning (cs.LG); Machine Learning (stat.ML)

[61] arXiv:2109.05444 [pdf, other]

Title: RIS and Cell-Free Massive MIMO: A Marriage For Harsh Propagation Environments

Trinh Van Chien, Hien Quoc Ngo, Symeon Chatzinotas, Marco Di Renzo, Björn Ottersten

Comments: 6 pages, 2 figures. Accepted by GLOBECOM 2021. arXiv admin note: substantial text overlap with arXiv:2104.08648

Subjects: Information Theory (cs.IT)

[62] arXiv:2109.05623 [pdf, other]

Title: Sequential Detection and Estimation of Multipath Channel Parameters Using Belief Propagation

Xuhong Li, Erik Leitinger, Alexander Venus, Fredrik Tufvesson

Comments: 20 pages (two column), 10 figures, IEEE Transaction on Wireless Communications

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[63] arXiv:2109.05702 [pdf, other]

Title: Covert queueing problem with a Markovian statistic

Arti Yardi, Tejas Bodas

Subjects: Information Theory (cs.IT); Performance (cs.PF); Probability (math.PR)

[64] arXiv:2109.05725 [pdf, other]

Title: URLLC and eMBB Coexistence in MIMO Non-orthogonal Multiple Access Systems

Qimei Chen, Jiajia Wang, Hao Jiang

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[65] arXiv:2109.05752 [pdf, other]

Title: On the Age of Information of a Queuing System with Heterogeneous Servers

Anhad Bhati, Sibi Raj B. Pillai, Rahul Vaze

Comments: 6 pages, 4 figures. Appeared in NCC 2021, IIT Kanpur

Subjects: Information Theory (cs.IT)

[66] arXiv:2109.05869 [pdf, other]

Title: Whittle Index Based Scheduling Policy for Minimizing the Cost of Age of Information

Zhifeng Tang, Zhuo Sun, Nan Yang, Xiangyun Zhou

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[67] arXiv:2109.05893 [pdf, other]

Title: Learning-Based UE Classification in Millimeter-Wave Cellular Systems With Mobility

Dino Pjanić, Alexandros Sopasakis, Harsh Tataria, Fredrik Tufvesson, Andres Reial

Comments: Accepted for Publication in 2021 IEEE International Workshop on Machine Learning for Signal Processing, 6 Pages, 7 Figures, 1 Table

Subjects: Information Theory (cs.IT); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[68] arXiv:2109.05978 [pdf, other]

Title: RWP+: A New Random Waypoint Model for High-Speed Mobility

Hussein A. Ammar, Raviraj Adve, Shahram Shahbazpanahi, Gary Boudreau, Kothapalli Venkata Srinivas

Comments: To appear in IEEE Communications Letters

Subjects: Information Theory (cs.IT); Systems and Control (eess.SY); Applications (stat.AP); Other Statistics (stat.OT)

[69] arXiv:2109.06016 [pdf, other]

Title: On the Optimal Memory-Load Tradeoff of Coded Caching for Location-Based Content

Kai Wan, Minquan Cheng, Mari Kobayashi, Giuseppe Caire

Comments: Accepted for publication in the IEEE Transactions on Communications

Subjects: Information Theory (cs.IT)

[70] arXiv:2109.06047 [pdf, other]

Title: How is Time Frequency Space Modulation Related to Short Time Fourier Signaling?

Akbar M Sayeed

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[71] arXiv:2109.06054 [pdf, other]

Title: Minimizing Quantum Renyi Divergences via Mirror Descent with Polyak Step Size

Jun-Kai You, Hao-Chung Cheng, Yen-Huan Li

Comments: 22 pages, proof of Theorem 5.3 improved, Section 5.3 added

Subjects: Information Theory (cs.IT); Optimization and Control (math.OC); Quantum Physics (quant-ph)

[72] arXiv:2109.06131 [pdf, other]

Title: A Framework for Developing Algorithms for Estimating Propagation Parameters from Measurements

Akbar Sayeed, Peter Vouras, Camillo Gentile, Alec Weiss, Jeanne Quimby, Zihang Cheng, Bassel Modad, Yuning Zhang, Chethan Anjinappa, Fatih Erden, Ozgur Ozdemir, Robert Muller, Diego Dupleich, Han Niu, 6David Michelson, 6Aidan Hughes

Journal-ref: IEEE Globecom 2020

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[73] arXiv:2109.06388 [pdf, other]

Title: On Distributed Learning with Constant Communication Bits

Xiangxiang Xu, Shao-Lun Huang

Comments: Submitted to JSAIT

Subjects: Information Theory (cs.IT); Machine Learning (stat.ML)

[74] arXiv:2109.06522 [pdf, other]

Title: New Extremal Binary Self-Dual Codes of Length 72 from $M_6(\mathbb{F}_2)G$ - Group Matrix Rings by a Hybrid Search Technique Based on a Neighbourhood-Virus Optimisation Algorithm

Adrian Korban, Serap Sahinkaya, Deniz Ustun

Comments: arXiv admin note: text overlap with arXiv:2103.07739, arXiv:2102.12863

Subjects: Information Theory (cs.IT)

[75] arXiv:2109.06610 [pdf, other]

Title: Statistical limits of dictionary learning: random matrix theory and the spectral replica method

Jean Barbier, Nicolas Macris

Subjects: Information Theory (cs.IT); Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (cs.LG); Mathematical Physics (math-ph); Probability (math.PR)

[76] arXiv:2109.06706 [pdf, other]

Title: A graph complexity measure based on the spectral analysis of the Laplace operator

Diego M. Mateos, Federico Morana, Hugo Aimar

Comments: 11 pages , 7 figures

Subjects: Information Theory (cs.IT)

[77] arXiv:2109.06710 [pdf, other]

Title: Fast Federated Edge Learning with Overlapped Communication and Computation and Channel-Aware Fair Client Scheduling

Mehmet Emre Ozfatura, Junlin Zhao, Deniz Gündüz

Comments: Accepted in IEEE SPAWC 2021

Subjects: Information Theory (cs.IT); Machine Learning (cs.LG)

[78] arXiv:2109.06721 [pdf, other]

Title: Linear block and convolutional MDS codes to required rate, distance and type

Ted Hurley

Journal-ref: In: Arai, K. (eds) Intelligent Computing. SAI 2022, pp 129-157, Lecture Notes in Networks and Systems, vol 507. Springer, pp 129-157 (2022)

Subjects: Information Theory (cs.IT)

[79] arXiv:2109.06855 [pdf, other]

Title: Timely Status Updating Over Erasure Channels Using an Energy Harvesting Sensor: Single and Multiple Sources

Ahmed Arafa, Jing Yang, Sennur Ulukus, H. Vincent Poor

Comments: Accepted for publication in the IEEE Transactions on Green Communications and Networking (TGCN). arXiv admin note: substantial text overlap with arXiv:1811.04912

Subjects: Information Theory (cs.IT); Networking and Internet Architecture (cs.NI); Signal Processing (eess.SP)

[80] arXiv:2109.06867 [pdf, other]

Title: On Decentralized Multi-Transmitter Coded Caching

Mohammad Mahmoudi, Mohammad Javad Sojdeh, Seyed Pooya Shariatpanahi

Subjects: Information Theory (cs.IT); Networking and Internet Architecture (cs.NI)

[81] arXiv:2109.06992 [pdf, other]

Title: ML-aided power allocation for Tactical MIMO

Arindam Chowdhury, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra

Comments: Accepted at MILCOM 2021

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[82] arXiv:2109.07041 [pdf, other]

Title: Coalition Game based User Association for mmWave Mobile Relay Systems in Rail Traffic Scenarios

Chen Chen, Yong Niu, Shiwen Mao, Xiaodan Zhang, Zhu Han, Bo Ai, Meilin Gao, Huahua Xiao, Ning Wang

Comments: 11 pages, 11 figures

Journal-ref: IEEE Transactions on Vehicular Technology, 2021

Subjects: Information Theory (cs.IT); Networking and Internet Architecture (cs.NI)

[83] arXiv:2109.07061 [pdf, other]

Title: Scalable Cell-Free Massive MIMO Systems with Finite Resolution ADCs/DACs over Spatially Correlated Rician Fading Channels

Xiangjun Ma, Xianfu Lei, P. Takis Mathiopoulos, Kai Yu, Xiaohu Tang

Comments: 14 pages, 9 figures, regular paper

Subjects: Information Theory (cs.IT); Networking and Internet Architecture (cs.NI)

[84] arXiv:2109.07128 [pdf, other]

Title: The interplay of different metrics for the construction of constant dimension codes

Sascha Kurz

Comments: 19 pages; typos corrected

Journal-ref: Advances in Mathematics of Communications, 17(1):152--171, 2023

Subjects: Information Theory (cs.IT); Combinatorics (math.CO)

[85] arXiv:2109.07433 [pdf, other]

Title: Encoding and Decoding with Partitioned Complementary Sequences for Low-PAPR OFDM

Alphan Sahin

Comments: 13 pages, to appear in IEEE Transactions on Wireless Communications

Subjects: Information Theory (cs.IT)

[86] arXiv:2109.07459 [pdf, other]

Title: Timely Updating with Intermittent Energy and Data for Multiple Sources over Erasure Channels

Christopher Daniel Jr., Ahmed Arafa

Comments: Appeared in the International Symposium on Wireless Communication Systems (ISWCS) 2021, special session on Age of Information

Subjects: Information Theory (cs.IT); Networking and Internet Architecture (cs.NI); Signal Processing (eess.SP)

[87] arXiv:2109.07596 [pdf, other]

Title: Direction-Assisted Beam Management in Full Duplex Millimeter Wave Massive MIMO Systems

Md Atiqul Islam, George C. Alexandropoulos, Besma Smida

Comments: 6 pages, 5 figures. To appear in the Proceedings of the IEEE Global Communications Conference (GLOBECOM), 7-11 Dec. 2021, Madrid, Spain

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[88] arXiv:2109.07605 [pdf, other]

Title: Age of Information in Multi-source Updating Systems Powered by Energy Harvesting

Mohamed A. Abd-Elmagid, Harpreet S. Dhillon

Comments: arXiv admin note: substantial text overlap with arXiv:2105.07074

Subjects: Information Theory (cs.IT)

[89] arXiv:2109.07620 [pdf, other]

Title: Reconfigurable Intelligent Surface-assisted Edge Computing to Minimize Delay in Task Offloading

Mithun Mukherjee, Vikas Kumar, Suman Kumar, Jaime Lloret, Qi Zhang, Mian Guo

Comments: 6 pages, 3 figures, accepted for publication in IEEE GLOBECOM 2021

Subjects: Information Theory (cs.IT)

[90] arXiv:2109.07751 [pdf, other]

Title: Towards a Provenance Management System for Astronomical Observatories

Mathieu Servillat, François Bonnarel, Catherine Boisson, Mireille Louys, Jose Enrique Ruiz, Michèle Sanguillon

Journal-ref: Provenance Week 2021, Jul 2021, Charlotte, North Carolina, United States. pp.244-249

Subjects: Information Theory (cs.IT); Instrumentation and Methods for Astrophysics (astro-ph.IM)

[91] arXiv:2109.07754 [pdf, other]

Title: Capacity Optimization using Reconfigurable Intelligent Surfaces: A Large System Approach

Aris L. Moustakas, George C. Alexandropoulos, Mérouane Debbah

Comments: 6 pages, 4 figures, to be presented in IEEE GLOBECOM 2021

Subjects: Information Theory (cs.IT); Emerging Technologies (cs.ET)

[92] arXiv:2109.07767 [pdf, other]

Title: Gaussian Broadcast Channels under Heterogeneous Blocklength Constraints

Pin-Hsun Lin, Shih-Chun Lin, Peng-Wei Chen, Marcel Mross, Eduard A. Jorswieck

Comments: 5 figures, submitted to IEEE TCOM

Subjects: Information Theory (cs.IT)

[93] arXiv:2109.07774 [pdf, other]

Title: Beam Tracking for UAV-Assisted FSO Links With a Four-Quadrant Detector

Hossein Safi, Akbar Dargahi, Julian Cheng

Comments: 12 pages, 5 figures, accepted for publication in the IEEE Communications Letters

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[94] arXiv:2109.07782 [pdf, other]

Title: An Open Problem on Sparse Representations in Unions of Bases

Yi Shen, Chenyun Yu, Yuan Shen, Song Li

Comments: 17 pages, 5 figures

Subjects: Information Theory (cs.IT)

[95] arXiv:2109.07819 [pdf, other]

Title: Model-driven Learning for Generic MIMO Downlink Beamforming With Uplink Channel Information

Juping Zhang, Minglei You, Gan Zheng, Ioannis Krikidis, Liqiang Zhao

Comments: Accepted in IEEE Transactions on Wireless Communications

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[96] arXiv:2109.07883 [pdf, other]

Title: Channel Estimation for Extremely Large-Scale Massive MIMO: Far-Field, Near-Field, or Hybrid-Field?

Xiuhong Wei, Linglong Dai

Comments: This paper has been accepted by IEEE Communications Letters

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[97] arXiv:2109.08302 [pdf, other]

Title: Rack-Aware MSR Codes with Multiple Erasure Tolerance

Jiaojiao Wang, Dabin Zheng, Shenghua Li

Comments: Distributed storage; Multiple erasure tolerance; MSRR codes; Universally error-resilient repair

Subjects: Information Theory (cs.IT)

[98] arXiv:2109.08430 [pdf, other]

Title: Generalized Talagrand Inequality for Sinkhorn Distance using Entropy Power Inequality

Shuchan Wang, Photios A. Stavrou, Mikael Skoglund

Comments: The paper has been accepted to Information Theory Workshop 2021

Subjects: Information Theory (cs.IT); Machine Learning (stat.ML)

[99] arXiv:2109.08567 [pdf, other]

Title: A Direct Construction of GCP and Binary CCC of Length Non Power of Two

Praveen Kumar, Sudhan Majhi, Subhabrata Paul

Subjects: Information Theory (cs.IT)

[100] arXiv:2109.08614 [pdf, other]

Title: Distributed Sequential Hypothesis Testing With Zero-Rate Compression

Sadaf Salehkalaibar, Vincent Y. F. Tan

Subjects: Information Theory (cs.IT)