Wireless Resource Allocation

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13 papers in the last four weeks, up 117% on the four weeks before. 0.1% of all new papers.

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  1. Impact of Nonlinear Power Amplifier on Massive MIMO: Machine Learning Prediction Under Realistic Radio Channel

    Apr 17, 2026Marcin Hoffmann, Paweł KryszkiewiczWireless CommunicationsWireless Resource Allocation

    Institute of Radiocommunications, Poznan University of Technology, Poznan, Poland · Rimedo Labs, Poznań Poland

  2. Multi-User mmWave Beam and Rate Adaptation via Combinatorial Satisficing Bandits

    Apr 16, 2026Emre Özyıldırım, Barış Yaycı, Umut Eren Akturk +1Multi-Armed BanditsWireless Communications

    Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Türkiye

  3. Learning to Focus: CSI-Free Hierarchical MARL for Reconfigurable Reflectors

    Apr 6, 2026Hieu Le, Mostafa Ibrahim, Oguz Bedir +2Reconfigurable Intelligent SurfacesHierarchical RL

    Electrical and Computer Engineering Texas A&M University College Station, Texas, USA · Engineering Technology and Industrial Distribution Texas A&M University College Station, Texas, USA · School of Performance, Visualization, and Fine Arts Texas A&M University College Station, Texas, USA

  4. Multi-Agent Reinforcement Learning Counteracts Delayed CSI in Multi-Satellite Systems

    Mar 17, 2026Marios Aristodemou, Yasaman Omid, Sangarapillai Lambotharan +2Wireless CommunicationsProximal Policy Optimization

    Department of Computer Science, University of York, York, U.K. · Wolfson School of Mechanical, Electrical and Manufacturing Engineering, Loughborough University, Loughborough, U.K. · Institute for Digital Technologies, Loughborough University (London Campus), London, U.K. +1

  5. Agentic AI-RAN: Enabling Intent-Driven, Explainable and Self-Evolving Open RAN Intelligence

    Feb 27, 2026Zhizhou He, Yang Luo, Xinkai Liu +4Wireless CommunicationsOpen Radio Access Network

    5G/6GIC, Institute for Communication Systems (ICS), University of Surrey, Guildford, UK · 6G Research Center, Khalifa University, Abu Dhabi, UAE

  6. Multi-Agent Reinforcement Learning for V2X Resource Allocation: Disentangling MARL Challenges Through Benchmarking

    Feb 18, 2026Siyuan Wang, Lei Lei, Pranav Maheshwari +2RL BenchmarksReinforcement Learning

    College of Engineering, University of Guelph, Guelph, Ontario, Canada · College of Electrical Engineering and Computer Sciences, Ningbo University, Ningbo, 315211, China

  7. Hybrid Feedback-Guided Optimal Learning for Wireless Interactive Panoramic Scene Delivery

    Feb 6, 2026Xiaoyi Wu, Juaren Steiger, Bin Li +1Wireless Resource AllocationOnline Learning

    IEEE/ACM TRANSACTIONS ON NETWORKING

  8. LLM-Empowered Agentic MAC Protocols: A Dynamic Stackelberg Game Approach

    Oct 13, 2025Renxuan Tan, Rongpeng Li, Fei Wang +4Agentic RLStackelberg Games

    College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou 310027, China · Huawei Technologies Company Ltd., Shanghai 210026, China · Zhejiang Lab as well as Zhejiang University, Hangzhou 310027, China +1

  9. LLM-Aided Joint Secrecy Precoding and Trajectory for RSMA-Based Heterogeneous UAV Networks

    Jul 23, 2025Lijie Zheng, Ji He, Shih Yu Chang +1Trajectory OptimizationWireless Communications

    School of Computer Science and Technology, Xidian University, Xi’an, 710071 China · Department of Applied Data Science, San Jose State University, San Jose, CA, U. S. A.

  10. MILAAP: Mobile Link Allocation via Attention-based Prediction

    Jun 24, 2025Yung-Fu Chen, Anish AroraSelf-AttentionWireless Communications

    The Ohio State University, Columbus, OH 43210, USA

  11. DRL-AdaPart: DRL-Driven Adaptive STAR-RIS Partitioning for Fair and Efficient Resource Utilization

    Jul 9, 2024Ashok S. Kumar, Nancy Nayak, Sheetal Kalyani +2Reconfigurable Intelligent SurfacesFair Resource Allocation

    Department of Electrical Engineering, Indian Institute of Technology Madras, Chennai, India · Department of Electrical and Electronic Engineering, Imperial College London, United Kingdom · Department of Electrical and Electronic Engineering, University of Peradeniya, Peradeniya 20400, Sri Lanka +1