We gratefully acknowledge support from
the Simons Foundation and member institutions.

Information Theory

Authors and titles for recent submissions

[ total of 76 entries: 1-76 ]
[ showing up to 100 entries per page: fewer | more ]

Tue, 11 Jun 2024

[1]  arXiv:2406.06446 [pdf, other]
Title: Deep Generative Modeling Reshapes Compression and Transmission: From Efficiency to Resiliency
Comments: Publication in IEEE Wireless Communications
Subjects: Information Theory (cs.IT); Machine Learning (cs.LG); Multimedia (cs.MM)
[2]  arXiv:2406.06349 [pdf, other]
Title: ARMA Processes with Discrete-Continuous Excitation: Compressibility Beyond Sparsity
Subjects: Information Theory (cs.IT)
[3]  arXiv:2406.06312 [pdf, ps, other]
Title: Memory Complexity of Entropy Estimation
Subjects: Information Theory (cs.IT)
[4]  arXiv:2406.06284 [pdf, other]
Title: An ODMA-Based Unsourced Random Access Scheme with a Multiple Antenna Receiver
Subjects: Information Theory (cs.IT); Systems and Control (eess.SY)
[5]  arXiv:2406.06280 [pdf, ps, other]
Title: Optimal sensing policy with interference-model uncertainty
Comments: Submitted to IEEE communications letters
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[6]  arXiv:2406.06128 [pdf, ps, other]
Title: Federated Machine Reasoning for Resource Provisioning in 6G O-RAN
Comments: 6 Figures, 6 pages
Subjects: Information Theory (cs.IT); Networking and Internet Architecture (cs.NI)
[7]  arXiv:2406.06064 [pdf, other]
Title: 6DMA Enhanced Wireless Network with Flexible Antenna Position and Rotation: Opportunities and Challenges
Comments: 8 pages, 5 figures, 1 table
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[8]  arXiv:2406.06029 [pdf, ps, other]
Title: Improved bounds on the size of permutation codes under Kendall $τ$-metric
Comments: 15 pages
Subjects: Information Theory (cs.IT)
[9]  arXiv:2406.05936 [pdf, ps, other]
Title: Multi-UAV Trajectory Design for Fair and Secure Communication
Comments: 14 pages, 10 figures, submitted to IEEE Journal for review
Subjects: Information Theory (cs.IT)
[10]  arXiv:2406.05747 [pdf, other]
Title: Rapid Optimization of Superposition Codes for Multi-Hop NOMA MANETs via Deep Unfolding
Comments: Under review for publication in the IEEE
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[11]  arXiv:2406.05617 [pdf, other]
Title: Physically-Consistent Modeling and Optimization of Non-local RIS-Assisted Multi-User MIMO Communication Systems
Comments: 13 pages, 12 figures, submitted to an IEEE Transactions. arXiv admin note: substantial text overlap with arXiv:2404.04539
Subjects: Information Theory (cs.IT); Emerging Technologies (cs.ET)
[12]  arXiv:2406.05576 [pdf, other]
Title: Uplink resource allocation optimization for user-centric cell-free MIMO networks
Comments: To appear in IEEE Transactions on Wireless Communications, 16 pages, 9 figures
Subjects: Information Theory (cs.IT); Networking and Internet Architecture (cs.NI); Signal Processing (eess.SP); Systems and Control (eess.SY); Optimization and Control (math.OC)
[13]  arXiv:2406.05481 [pdf, ps, other]
Title: Joint Cooperative Clustering and Power Control for Energy-Efficient Cell-Free XL-MIMO with Multi-Agent Reinforcement Learning
Subjects: Information Theory (cs.IT)
[14]  arXiv:2406.05428 [pdf, other]
Title: Information-Theoretic Thresholds for the Alignments of Partially Correlated Graphs
Subjects: Information Theory (cs.IT); Statistics Theory (math.ST); Machine Learning (stat.ML)
[15]  arXiv:2406.05212 [pdf, ps, other]
Title: A Matrix Exponential Generalization of the Laplace Transform of Poisson Shot Noise
Comments: 34 pages, submitted to IEEE Transactions on Information Theory
Subjects: Information Theory (cs.IT)
[16]  arXiv:2406.06306 (cross-list from eess.SP) [pdf, other]
Title: Unified Fourier bases for GSP on stochastic block model graphs
Comments: 23 pages
Subjects: Signal Processing (eess.SP); Information Theory (cs.IT); Statistics Theory (math.ST)
[17]  arXiv:2406.06195 (cross-list from math.DS) [pdf, ps, other]
Title: 2D Moore CA with new boundary conditions and its reversibility
Comments: 17 pages, 3 figures
Subjects: Dynamical Systems (math.DS); Information Theory (cs.IT)
[18]  arXiv:2406.06165 (cross-list from cs.CV) [pdf, other]
Title: Generalized Nested Latent Variable Models for Lossy Coding applied to Wind Turbine Scenarios
Comments: Accepted to ICIP 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Information Theory (cs.IT); Machine Learning (cs.LG)
[19]  arXiv:2406.06105 (cross-list from cs.NI) [pdf, other]
Title: The Evolution of Applications, Hardware Design, and Channel Modeling for Terahertz (THz) Band Communications and Sensing: Ready for 6G?
Comments: 31 pages. Accepted to the Proceedings of the IEEE, 2024. \c{opyright}2024 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material, creating new works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works
Subjects: Networking and Internet Architecture (cs.NI); Information Theory (cs.IT)
[20]  arXiv:2406.06024 (cross-list from eess.SP) [pdf, other]
Title: Zak-OTFS and Turbo Signal Processing for Joint Sensing and Communication
Comments: This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible. arXiv admin note: text overlap with arXiv:2404.04182
Subjects: Signal Processing (eess.SP); Information Theory (cs.IT)
[21]  arXiv:2406.05883 (cross-list from cs.LG) [pdf, other]
Title: Information Theoretic Guarantees For Policy Alignment In Large Language Models
Authors: Youssef Mroueh
Subjects: Machine Learning (cs.LG); Information Theory (cs.IT); Machine Learning (stat.ML)
[22]  arXiv:2406.05716 (cross-list from eess.SP) [pdf, other]
Title: Near or far: On determining the appropriate channel estimation strategy in cross-field communication
Subjects: Signal Processing (eess.SP); Information Theory (cs.IT)
[23]  arXiv:2406.05667 (cross-list from eess.SP) [pdf, ps, other]
Title: Achieving High Capacity Transmission With N-Dimensional Quasi-Fractal UCA
Subjects: Signal Processing (eess.SP); Information Theory (cs.IT)
[24]  arXiv:2406.05663 (cross-list from eess.SP) [pdf, ps, other]
Title: Movable Antenna Assisted OAM Wireless Communications With Misaligned Transceiver
Subjects: Signal Processing (eess.SP); Information Theory (cs.IT)
[25]  arXiv:2406.05599 (cross-list from quant-ph) [pdf, other]
Title: Reliable Quantum Memories with Unreliable Components
Comments: 15 pages, 3 figures
Subjects: Quantum Physics (quant-ph); Information Theory (cs.IT)
[26]  arXiv:2406.05452 (cross-list from eess.SP) [pdf, other]
Title: Near-Field Channel Estimation for Extremely Large-Scale Terahertz Communications
Subjects: Signal Processing (eess.SP); Information Theory (cs.IT)

Mon, 10 Jun 2024

[27]  arXiv:2406.05078 [pdf, other]
Title: Enhancing LEO Mega-Constellations with Inter-Satellite Links: Vision and Challenges
Comments: 7 pages, 4 figures
Subjects: Information Theory (cs.IT)
[28]  arXiv:2406.04881 [pdf, other]
Title: MIMO Capacity Analysis and Channel Estimation for Electromagnetic Information Theory
Comments: Submitted to the IEEE TWC. In this paper, we established the discrete-continuous correspondence for electromagnetic information theory (EIT), thus enabling analytical tools in the continuous space domain to be applied to discrete space MIMO architectures. Simulation codes will be provided at this http URL
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[29]  arXiv:2406.04853 [pdf, other]
Title: Time-Series JEPA for Predictive Remote Control under Capacity-Limited Networks
Subjects: Information Theory (cs.IT); Machine Learning (cs.LG); Robotics (cs.RO)
[30]  arXiv:2406.04757 [pdf, ps, other]
Title: Hulls of Projective Reed-Muller Codes
Comments: 20 pages
Subjects: Information Theory (cs.IT); Discrete Mathematics (cs.DM)
[31]  arXiv:2406.04750 [pdf, other]
Title: Throughput and Fairness Trade-off Balancing for UAV-Enabled Wireless Communication Systems
Comments: submit to 2024 IEEE GLOBECOM
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[32]  arXiv:2406.04721 [pdf, other]
Title: End-to-End Design of Polar Coded Integrated Data and Energy Networking
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[33]  arXiv:2406.04562 [pdf, other]
Title: A Unified View of Group Fairness Tradeoffs Using Partial Information Decomposition
Comments: Published as a conference paper at 2024 IEEE International Symposium on Information Theory (ISIT 2024)
Subjects: Information Theory (cs.IT); Computers and Society (cs.CY); Machine Learning (cs.LG); Machine Learning (stat.ML)
[34]  arXiv:2406.04521 [pdf, other]
Title: The Gaussian Multiple Access Wiretap Channel with Selfish Transmitters: A Coalitional Game Theory Perspective
Comments: 16 pages, 4 figures, two-column, accepted to IEEE Transactions on Information Theory
Subjects: Information Theory (cs.IT)
[35]  arXiv:2406.05011 (cross-list from cs.SE) [pdf, other]
Title: ComplexityMeasures.jl: scalable software to unify and accelerate entropy and complexity timeseries analysis
Subjects: Software Engineering (cs.SE); Information Theory (cs.IT); Chaotic Dynamics (nlin.CD)
[36]  arXiv:2406.04708 (cross-list from eess.SP) [pdf, other]
Title: MIMO with 1-bit Pre/Post-Coding Resolution: A Quantum Annealing Approach
Authors: Ioannis Krikidis
Comments: IEEE Transactions on Quantum Engineering
Subjects: Signal Processing (eess.SP); Information Theory (cs.IT)
[37]  arXiv:2406.04612 (cross-list from cs.LG) [pdf, other]
Title: Revisiting Attention Weights as Interpretations of Message-Passing Neural Networks
Comments: 11 pages, 3 figures, 5 tables
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Information Theory (cs.IT); Neural and Evolutionary Computing (cs.NE); Social and Information Networks (cs.SI)

Fri, 7 Jun 2024

[38]  arXiv:2406.04141 [pdf, other]
Title: Coding Over Coupon Collector Channels for Combinatorial Motif-Based DNA Storage
Comments: 11 pages, 8 figures
Subjects: Information Theory (cs.IT)
[39]  arXiv:2406.03918 [pdf, ps, other]
Title: The α-Lomax Distribution: A Compound Channel Model
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[40]  arXiv:2406.03888 [pdf, ps, other]
Title: MSE-Based Training and Transmission Optimization for MIMO ISAC Systems
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[41]  arXiv:2406.03803 [pdf, ps, other]
Title: Determining the Weight Spectrum of the Reed--Muller Codes RM(m-6,m)
Subjects: Information Theory (cs.IT)
[42]  arXiv:2406.03773 [pdf, other]
Title: Optimizing Multi-User Semantic Communication via Transfer Learning and Knowledge Distillation
Comments: 5 pages, 5 figures
Subjects: Information Theory (cs.IT)
[43]  arXiv:2406.03693 [pdf, ps, other]
Title: New MDS codes of non-GRS type and NMDS codes
Authors: Yujie Zhi, Shixin Zhu
Subjects: Information Theory (cs.IT)
[44]  arXiv:2406.03548 [pdf, other]
Title: Robust Communication and Computation using Deep Learning via Joint Uncertainty Injection
Comments: 7 pages, 6 figures, one table. Accepted for presentation at the 19th International Symposium on Wireless Communication Systems 2024 (ISWCS 2024)
Subjects: Information Theory (cs.IT); Machine Learning (cs.LG)
[45]  arXiv:2406.04282 (cross-list from eess.SP) [pdf, other]
Title: A Statistical Characterization of Wireless Channels Conditioned on Side Information
Subjects: Signal Processing (eess.SP); Information Theory (cs.IT)
[46]  arXiv:2406.04188 (cross-list from eess.SP) [pdf, other]
Title: Digital Twin Aided RIS Communication: Robust Beamforming and Interference Management
Comments: Dataset and code files will be available soon on the DeepMIMIO website: this https URL
Subjects: Signal Processing (eess.SP); Information Theory (cs.IT)
[47]  arXiv:2406.04034 (cross-list from math.CO) [pdf, ps, other]
Title: The geometry of intersecting codes and applications to additive combinatorics and factorization theory
Comments: 31 pages
Subjects: Combinatorics (math.CO); Information Theory (cs.IT); Number Theory (math.NT)
[48]  arXiv:2406.03824 (cross-list from cs.LG) [pdf, other]
Title: Predictability Analysis of Regression Problems via Conditional Entropy Estimations
Subjects: Machine Learning (cs.LG); Information Theory (cs.IT)
[49]  arXiv:2406.03766 (cross-list from eess.SP) [pdf, other]
Title: Privacy Preserving Semi-Decentralized Mean Estimation over Intermittently-Connected Networks
Comments: 14 pages, 6 figures. arXiv admin note: text overlap with arXiv:2303.00035
Subjects: Signal Processing (eess.SP); Distributed, Parallel, and Cluster Computing (cs.DC); Information Theory (cs.IT); Machine Learning (cs.LG); Systems and Control (eess.SY)
[50]  arXiv:2406.03694 (cross-list from cs.CV) [pdf, other]
Title: Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms
Subjects: Computer Vision and Pattern Recognition (cs.CV); Information Theory (cs.IT)
[51]  arXiv:2406.03652 (cross-list from q-fin.PM) [pdf, other]
Title: Ensembling Portfolio Strategies for Long-Term Investments: A Distribution-Free Preference Framework for Decision-Making and Algorithms
Authors: Duy Khanh Lam
Comments: 25 pages, 12 figures, 3 tables, working paper
Subjects: Portfolio Management (q-fin.PM); Information Theory (cs.IT); Machine Learning (cs.LG); Computational Finance (q-fin.CP)
[52]  arXiv:2406.01768 (cross-list from cs.NI) [pdf, other]
Title: TSpec-LLM: An Open-source Dataset for LLM Understanding of 3GPP Specifications
Subjects: Networking and Internet Architecture (cs.NI); Information Theory (cs.IT); Signal Processing (eess.SP)

Thu, 6 Jun 2024

[53]  arXiv:2406.03438 [pdf, other]
Title: CSI-GPT: Integrating Generative Pre-Trained Transformer with Federated-Tuning to Acquire Downlink Massive MIMO Channels
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[54]  arXiv:2406.03427 [pdf, ps, other]
Title: The strong data processing inequality under the heat flow
Subjects: Information Theory (cs.IT); Functional Analysis (math.FA)
[55]  arXiv:2406.03098 [pdf, ps, other]
Title: A Data and Model-Driven Deep Learning Approach to Robust Downlink Beamforming Optimization
Comments: This paper has been accepted for publication in the IEEE Journal on Selected Areas in Communications, Special Issue on Advanced Optimization Theory and Algorithms for Next Generation Wireless Communication Networks
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[56]  arXiv:2406.03087 [pdf, other]
Title: Lossless Image Compression Using Multi-level Dictionaries: Binary Images
Comments: 11 pages, 7 figures, and 5 tables
Subjects: Information Theory (cs.IT); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[57]  arXiv:2406.03011 [pdf, other]
Title: Huygens-Fresnel Model Based Position-Aided Phase Configuration for 1-Bit RIS Assisted Wireless Communication
Comments: 15 pages, accepted by IEEE TCOM (early access)
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[58]  arXiv:2406.02904 [pdf, ps, other]
Title: On Jacob Ziv's Individual-Sequence Approach to Information Theory
Authors: Neri Merhav
Comments: 10 pages, 3 figures, submitted to the IEEE BITS Magazine - The Information Theory Magazine
Subjects: Information Theory (cs.IT)
[59]  arXiv:2406.02898 [pdf, other]
Title: Location-Driven Beamforming for RIS-Assisted Near-Field Communications
Comments: 7 pages, 6 figures, accepted by IEEE Communication Magazine
Subjects: Information Theory (cs.IT)
[60]  arXiv:2406.02812 [pdf, ps, other]
Title: Secrecy Analysis of CSI Ratio-Based Transmitter Selection with Unreliable Backhaul
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[61]  arXiv:2406.03213 (cross-list from quant-ph) [pdf, ps, other]
Title: Doubly minimized sandwiched Renyi mutual information: Properties and operational interpretation from strong converse exponent
Authors: Laura Burri
Comments: 17+27 pages, 1 figure, 2 tables, see similar work: arXiv:2406.01699 (see Section 1 for detailed information)
Subjects: Quantum Physics (quant-ph); Information Theory (cs.IT)
[62]  arXiv:2406.03162 (cross-list from eess.SP) [pdf, other]
Title: The Curse of Beam-Squint in ISAC: Causes, Implications, and Mitigation Strategies
Comments: Accepted Paper in IEEE Communications Magazine
Subjects: Signal Processing (eess.SP); Information Theory (cs.IT)
[63]  arXiv:2406.03086 (cross-list from cs.MA) [pdf, other]
Title: Task-Oriented Wireless Communications for Collaborative Perception in Intelligent Unmanned Systems
Comments: Accepted by IEEE Network Magazine
Subjects: Multiagent Systems (cs.MA); Information Theory (cs.IT); Machine Learning (cs.LG)
[64]  arXiv:2406.03072 (cross-list from cs.LG) [pdf, other]
Title: Local to Global: Learning Dynamics and Effect of Initialization for Transformers
Subjects: Machine Learning (cs.LG); Information Theory (cs.IT); Machine Learning (stat.ML)

Wed, 5 Jun 2024

[65]  arXiv:2406.02238 [pdf, ps, other]
Title: Local Properties of Reed-Solomon Codes and Random Linear Codes
Subjects: Information Theory (cs.IT)
[66]  arXiv:2406.02170 [pdf, other]
Title: MIMO Capacity Maximization with Beyond-Diagonal RIS
Comments: 5 pages, 4 figures
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[67]  arXiv:2406.02164 [pdf, other]
Title: Sparse Recovery for Holographic MIMO Channels: Leveraging the Clustered Sparsity
Comments: This manuscript has been submitted to IEEE journal, 5 pages, 3 figures
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[68]  arXiv:2406.02065 [pdf, ps, other]
Title: On the largest minimum distances of [n,6] LCD codes
Authors: Yang Liu, Ruihu Li
Comments: optimal linear code, LCD code,generalized anti-code, defining vector, reduced code
Subjects: Information Theory (cs.IT)
[69]  arXiv:2406.02012 [pdf, other]
Title: Improved Generalized Automorphism Belief Propagation Decoding
Comments: Accepted for presentation at ISWCS'24; 2nd version: solved rendering issues
Subjects: Information Theory (cs.IT)
[70]  arXiv:2406.02001 [pdf, other]
Title: Higher-order Common Information
Authors: Jan Østergaard
Comments: Submitted to IEEE Transactions on Information Theory
Subjects: Information Theory (cs.IT)
[71]  arXiv:2406.01937 [pdf, other]
Title: Cramér-Rao Bound Analysis and Beamforming Design for Integrated Sensing and Communication with Extended Targets
Comments: Submitted to IEEE Transactions on Wireless Communications. arXiv admin note: text overlap with arXiv:2312.10641
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[72]  arXiv:2406.01921 [pdf, other]
Title: A Novel Paradigm Shift for Next-Generation: Symbiotic Backscatter Rate-Splitting Multiple Access Systems
Comments: This paper has been accepted by IEEE International Conference on Communications and Electronics 2024
Subjects: Information Theory (cs.IT); Emerging Technologies (cs.ET); Networking and Internet Architecture (cs.NI); Performance (cs.PF); Numerical Analysis (math.NA)
[73]  arXiv:2406.01903 [pdf, ps, other]
Title: Reverse PAC Codes: Look-ahead List Decoding
Comments: To appear in the proceedings of ISIT'24. It contains 6 pages, 3 figures, and 1 table
Subjects: Information Theory (cs.IT)
[74]  arXiv:2406.02105 (cross-list from cs.LG) [pdf, other]
Title: Kernel vs. Kernel: Exploring How the Data Structure Affects Neural Collapse
Comments: 34 pages, 14 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Information Theory (cs.IT); Machine Learning (stat.ML)
[75]  arXiv:2406.01922 (cross-list from eess.SP) [pdf, ps, other]
Title: Performance Analysis of Hybrid Cellular and Cell-free MIMO Network
Subjects: Signal Processing (eess.SP); Information Theory (cs.IT)
[76]  arXiv:2406.01699 (cross-list from quant-ph) [pdf, ps, other]
Title: Doubly minimized Petz Renyi mutual information: Properties and operational interpretation from direct exponent
Authors: Laura Burri
Comments: 19+30 pages, 2 figures, 2 tables
Subjects: Quantum Physics (quant-ph); Information Theory (cs.IT)
[ total of 76 entries: 1-76 ]
[ showing up to 100 entries per page: fewer | more ]

Disable MathJax (What is MathJax?)

Links to: arXiv, form interface, find, cs, new, 2406, contact, help  (Access key information)