Latest Research in Information Theory

67 research papers · 0.0 average citations · 2026 median publication year

Top Research Topics in Information Theory

Highest-Cited Papers

  1. Deep reinforcement learning-based optimization of reconfigurable intelligent surfaces (RIS) for 6G multi-user connectivity in NLOS environments (3 citations)
  2. An electromagnetic random field theoretic framework for capacity analysis of fluctuating communication channels
  3. DRL-AdaPart: DRL-Driven Adaptive STAR-RIS Partitioning for Fair and Efficient Resource Utilization
  4. Reassessing 3GPP NR CSI Codebook Structures in Near-Field Channels: Finite-Feedback Multilayer Precoding and Design Insights
  5. Joint Rate Splitting and Secure Beamforming Optimization for RIS-RSMA-Enabled Integrated Sensing and Communication
  6. Distribution-Aware GMD Transceiver Design for Probabilistic Shaping in MIMO
  7. Outage Analysis of RSMA-Enabled Terrestrial Users Under Co-Channel Interference from HAPS
  8. Performance Analysis of HAPS-Assisted Downlink RSMA under Orthogonal and Full Frequency Reuse
  9. Extended Proofs for Encrypted Sensing in Bistatic Radar: Unified Analysis and Randomly Activated Arrays
  10. Data driven approach for Outdoor Channel Prediction in 5G and Beyond
  11. AI-based Interference Mitigation for Power-domain Spectrum Sharing among LEO Satellites
  12. Baseband-Efficient WMMSE Precoding: From a Signal Weighting Cost Perspective
  13. Rate-Splitting for Service-Aware Multi-Orbit Orchestration in 6G TN-NTN Networks
  14. HELENA for 5G NR LEO NTN Channel Estimation: A Comparative Evaluation
  15. GNN-Based Polarforming for Multi-User MISO Short-Packet URLLC under Imperfect CSI
  16. Polarforming-Enabled Power-Splitting SWIPT: A GNN-Based Optimization Approach
  17. Environment-Aware Network-Level Design of Pinching-Antenna Systems--Part I: Traffic-Aware Case
  18. Environment-Aware Network-Level Design of Pinching-Antenna Systems--Part II: Geometry-Aware Case
  19. Cognitive Link-Flexible FTN-OTFS Design for High-Mobility LEO Satellite Communications
  20. Trellis-Based Noise Modulation with Soft-Decision Viterbi Detection
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L3 Region - - 2026 Sep Q3

Information Theory

67 papers

Top Topics (10)

Signal Processing33
Information Theory15
Advanced Wireless Communication Technologies6
Satellite Communication Systems3
Advanced MIMO Systems Optimization3
Networking and Internet Architecture2
Energy Harvesting in Wireless Networks1
Wireless Signal Modulation Classification1
Radio Astronomy Observations and Technology1
Millimeter-Wave Propagation and Modeling1

Top Publications (20)

1.Deep reinforcement learning-based optimization of reconfigurable intelligent surfaces (RIS) for 6G multi-user connectivity in NLOS environments3c2.An electromagnetic random field theoretic framework for capacity analysis of fluctuating communication channels3.DRL-AdaPart: DRL-Driven Adaptive STAR-RIS Partitioning for Fair and Efficient Resource Utilization4.Reassessing 3GPP NR CSI Codebook Structures in Near-Field Channels: Finite-Feedback Multilayer Precoding and Design Insights5.Joint Rate Splitting and Secure Beamforming Optimization for RIS-RSMA-Enabled Integrated Sensing and Communication6.Distribution-Aware GMD Transceiver Design for Probabilistic Shaping in MIMO7.Outage Analysis of RSMA-Enabled Terrestrial Users Under Co-Channel Interference from HAPS8.Performance Analysis of HAPS-Assisted Downlink RSMA under Orthogonal and Full Frequency Reuse9.Extended Proofs for Encrypted Sensing in Bistatic Radar: Unified Analysis and Randomly Activated Arrays10.Data driven approach for Outdoor Channel Prediction in 5G and Beyond11.AI-based Interference Mitigation for Power-domain Spectrum Sharing among LEO Satellites12.Baseband-Efficient WMMSE Precoding: From a Signal Weighting Cost Perspective13.Rate-Splitting for Service-Aware Multi-Orbit Orchestration in 6G TN-NTN Networks14.HELENA for 5G NR LEO NTN Channel Estimation: A Comparative Evaluation15.GNN-Based Polarforming for Multi-User MISO Short-Packet URLLC under Imperfect CSI16.Polarforming-Enabled Power-Splitting SWIPT: A GNN-Based Optimization Approach17.Environment-Aware Network-Level Design of Pinching-Antenna Systems--Part I: Traffic-Aware Case18.Environment-Aware Network-Level Design of Pinching-Antenna Systems--Part II: Geometry-Aware Case19.Cognitive Link-Flexible FTN-OTFS Design for High-Mobility LEO Satellite Communications20.Trellis-Based Noise Modulation with Soft-Decision Viterbi Detection
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