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. Foundation Model-Aided Multi-Agent Reinforcement Learning for Wireless Random Access Network Optimization

    Oct 6, 2026Myeung Suk Oh, Zhiyao Zhang, Alvaro Velasquez +2Wireless Resource AllocationDecentralized MARL

    The Ohio State University Columbus, Ohio, USA · University of Colorado Boulder Boulder, Colorado, USA · Pathfinder Applied Research, LLC Ashburn, Virginia, USA

  2. Combining Improvements in Uplink AI-RAN

    Oct 5, 2026Petteri Kela, Dani Korpi, Mikko HonkalaWireless CommunicationsWireless Resource Allocation

    Nokia Technologies Espoo, Finland · Nokia Bell Labs Espoo, Finland

  3. MANET-GNN: Learned Decentralized Optimization of Power Allocation in Multi-Channel MANETs

    Sep 30, 2026Tomer Alter, Nir Shlezinger, Michael SegalGraph Neural NetworksWireless Communications

    ECE School, Ben-Gurion University of the Negev, Israel

  4. LLM-Based Multi-Agent Systems over Wireless Networks: A Joint Agent--Network Design Perspective

    Sep 29, 2026Chao Hu, Yuan Guo, Guanlin Wu +3Multi-Agent LLM SystemsMulti-Agent Systems

    College of Computer Science and Software Engineering (CSSE), Shenzhen University, Shenzhen 518060, China · School of Science and Engineering (SSE), the Shenzhen Future Network of Intelligence Institute (FNii), and the Guangdong Provincial Key Laboratory of Future Networks of Intelligence, The Chinese University of Hong Kong (Shenzhen), Shenzhen 518172, China · School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China

  5. Memory in the Sky: Low-Altitude Question Answering with Multi-Agent Memory Aggregation

    Sep 28, 2026Chengyang Li, Yujie Wan, Shuai Wang +6Question AnsweringMulti-Agent Systems

    The University of Hong Kong, Hong Kong SAR, China · Southern University of Science and Technology, Shenzhen, China · Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China +2

  6. A Particle-Swarm-Assisted Gradient Meta-Learning Algorithm for Joint Transmit Precoding and STAR-RIS Coefficient Optimization

    Sep 24, 2026Kang ZhouReconfigurable Intelligent SurfacesLearning to Optimize

    School of Artificial Intelligence, Mianyang City College, Mianyang 621000, China

  7. Evolving Inspectable O-RAN Slicing xApps with LLMs

    Sep 23, 2026Faezeh Dehghan Tarzjani, Bhaskar KrishnamachariLarge Language Model-Guided OptimizationLLM-Based Program Synthesis

    Department of Electrical and Computer Engineering, University of Southern California

  8. Neutral-Atom-based Quantum Optimization for Resource Allocation in NOMA Networks

    Sep 22, 2026Patatchona Keyela, Remon Polus, Soumaya Cherkaoui +1Combinatorial OptimizationWireless Communications

    Department of Computer and Software Engineering, Polytechnique Montréal, Montréal, Québec, H3T 1J4, Canada · Thales cortAIx Labs, Montréal, Québec, H3C 0B4, Canada

  9. Agentic AI Networking for Heterogeneous Unmanned Aerial Systems in Low-Altitude Wireless Networks

    Sep 17, 2026Nguyen Duc Minh Quang, Chang Liu, Shuangyang Li +1LLM-Guided RLWireless Communications

    School of Computing, Engineering, and Mathematical Sciences, La Trobe University, Melbourne, VIC, Australia · Chair of Communications and Information Theory, Technical University of Berlin, 10623 Berlin, Germany · School of Electrical Engineering and Telecommunications, University of New South Wales, Sydney, NSW, Australia

  10. Taming the Agentic RAN: Stability-Guaranteed Arbitration of Autonomous AI Agents in O-RAN

    Sep 16, 2026Seyed Bagher Hashemi Natanzi, Bo TangMulti-Agent ControlOpen Radio Access Network

    Department of Electrical and Computer Engineering Worcester Polytechnic Institute, Worcester, MA, USA

  11. Goal-oriented probabilistic forecasting for dynamic PRB allocation in 5G networks

    Sep 15, 2026Oier Larumbe-Lizarraga, Roberto Pereira, Cristian J. Vaca-RubioProbabilistic ForecastingWireless Resource Allocation

    Universidad Isabel I, Burgos, Spain · Keysight Technologies, Barcelona, Spain · Ericsson Research, Stockholm, Sweden

  12. Proportional-Fair Resource Allocation and Dual-Threshold Early-Exit Inference for Secure Cooperative Multi-Layer Edge Intelligence

    Sep 14, 2026Thai T. Vu, John Le, Tu N. Nguyen +3Edge InferenceFair Resource Allocation

    School of Computing and Information Technology, University of Wollongong, Wollongong, NSW, Australia · Department of Computer Science, Kennesaw State University, Georgia, USA · CodeZX Software Company Limited, Vietnam

  13. Distributed Physical Layer Authentication and Collaborative RSMA in Non-Terrestrial Networks via Graph Reinforcement Learning

    Sep 10, 2026Parsa Rajabi, Mohammad Mirzaee, Mohammad Reza Abedi +2Wireless CommunicationsWireless Resource Allocation

    Department of Electrical and Computer Engineering, Tarbiat Modares University, Tehran, 14115-111, Iran

  14. Decision Transformer for UAV-Mounted RIS-Assisted Dynamic D2D Communications

    Sep 9, 2026Yaxuan LiuTrajectory OptimizationReconfigurable Intelligent Surfaces

    School of Computer Engineering, School of Artificial Intelligence, Jiangsu Second Normal University, Nanjing 210013, China

  15. Non-Coherent Over-the-Air Federated Learning: Protocol, Convergence, and Device Scheduling

    Sep 8, 2026Haifeng Wen, Nicolò Michelusi, Osvaldo Simeone +2Federated Learning AggregationCommunication-Efficient Distributed Training

    IoT Thrust, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, 511453, China · School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, AZ 85281 USA · Institute for Intelligent Networked Systems, Northeastern University London, London, E1 8PH, UK +2

  16. Feasible but Not Safe: Constraint Violations and Report-Channel Attacks in Learned Cell-Free ISAC Association

    Sep 2, 2026Mehdi Zafari, Iman Mohammadi, A. Lee SwindlehurstGraph Neural NetworksIntegrated Sensing and Communication

    University of California Irvine · Irvine, CA, USA

  17. Real-Time Neuromorphic Spectrum Intelligence Simulator

    Sep 1, 2026Navaneetha Krishnan KamalakannanNeural Network RobustnessSpiking Neural Networks

    SIMATS Engineering Saveetha University

  18. Physiological Information Reliability: Cross-Layer Adaptive Resource Allocation for Cardiovascular Sensing

    Aug 31, 2026Navaneeth Krishnan Kamalakannan, Janakiraman Kamalakannan, Harinisri VelmuruganWireless Resource AllocationWearable Health Monitoring

    Department of Electronics and Communication Engineering, Saveetha School of Engineering · Government Kilpauk Medical College and Hospital · Department of Physics and Nanotechnology, SRM Institute of Science and Technology, Chennai, India

  19. WiSDoM: Wireless Sparse Decision Transformer with Mixture-of-Experts for Multi-Task Mobile Network Optimization

    Aug 31, 2026Fatih Temiz, Shavbo Salehi, Melike Erol-KantarciSparse Mixture-of-ExpertsDecision Transformer

    School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, Canada

  20. Multi-perspective Imbalance-Conscious 6G Beamforming Optimization and Performance

    Aug 13, 2026Chukwunonso Henry Nwokoye, Blessing Oluchi Iloka, Chikwue V. Umeugoji +26G NetworksWireless Resource Allocation

    Liberal Arts & Professional Studies York University, Toronto, Canada · Physics, Engineering & Computer Science University of Hertfordshire England, United Kingdom · IT Services, Joint Admissions & Matn. Board Lagos, Nigeria +1

  21. TDMA Based Communications Control Co-Design for Cooperative Carrying: Delay Calibration and Sampling-Rate Optimization

    Aug 10, 2026Zahra Seifaei, Maximilian Luebke, Torsten Reissland +2Multi-Robot SystemsMulti-Robot Coordination

    Institute for Smart Electronics and Systems, Friedrich-Alexander-Universität Erlangen-Nürnberg

  22. Loss-Resilient Wireless Video Token Communication over Block Fading Channels

    Aug 9, 2026Bingyan Xie, Yongjeong Oh, Zihan Chen +3Semantic CommunicationWireless Communications

    Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai 200240, China · ISTD Pillar, Singapore University of Technology and Design, 8 Somapah Rd, Singapore 487372

  23. FedCritic-MIMO: Communication-Efficient Serverless Federated Critic Learning for Massive-MIMO Resource Control in Open and Disaggregated 6G RANs

    Aug 4, 2026Amin Farajzadeh, Melike Erol-KantarciFederated RL6G Networks

    School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, ON K1N 6N5, Canada · with the NETCORE Lab

  24. FM4WiFi: Flow Matching for Multi-AP Coordination in Dense Deployments of Beyond Wi-Fi 8 Networks

    Aug 4, 2026Maksymilian Wojnar, Krzysztof Rusek, Katarzyna Kosek-Szott +1Wireless CommunicationsWireless Resource Allocation

    AGH University of Krakow, Poland

  25. Heterogeneous Multi-Agent Reinforcement Learning for Radio Resource Management under Coupled Finite-Horizon Constraints

    Aug 3, 2026Yeonseo Jeong, Wonhyeok Ko, Sungweon Hong +1Stochastic OptimizationFair Resource Allocation

    Department of Electronic Engineering, Hanyang University, Seoul, Korea · Department of AI-Semiconductor, Hanyang University, Seoul, Korea

  26. Clear-Weighted Bit Allocation for Satellite Downlinks

    Aug 2, 2026Alireza Furutanpey, Qiyang Zhang, Yujie Huang +2Learned Image CompressionRemote Sensing

    Coovally, Barcelona, Spain · Technical University of Vienna, Austria · Peking University, China +2

  27. Cluster-Aware Over-the-Air Federated Learning with Energy-Harvesting Devices: From Global Training to Model Personalization

    Aug 2, 2026Furkan Bagci, Busra Tegin, Mohammad Kazemi +1Federated Learning AggregationNon-IID Federated Learning

    Department of Electrical and Computer Engineering, University of Illinois Chicago, Chicago, IL 60607 USA · IETR-UMR CNRS 6164, Centrale-Supélec Rennes Campus, Cesson-Sévigné 35576, France · Department of Electrical and Electronic Engineering, Imperial College London, London SW7 2BT, U.K. +1

  28. MA-HEAD-Net: Adaptive Rule-Guided Multi-Agent DRL for AoI Minimization in UAV-Assisted Emergency Networks

    Aug 2, 2026Yixin Zhang, Zhuohui Yao, Wenchi Cheng +1Multi-Agent ControlAge of Information

  29. Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks

    Aug 1, 2026Masoud Ghazikor, Zhou Ni, Morteza HashemiFederated Learning AggregationWireless Resource Allocation

    Department of Electrical Engineering and Computer Science, University of Kansas

  30. Convergence-Latency-Aware Adaptive Modulation and Resource Allocation in RIS-Assisted Wireless Federated Learning

    Jul 22, 2026Liwei Wang, Wen Chen, Jun Li +4Reconfigurable Intelligent SurfacesWireless Communications

    Broadband Access Network Laboratory, Shanghai Jiao Tong University, Minhang 200240, China · School of Information Science and Engineering, Southeast University, Nanjing 210096, China · Data61, CSIRO, Sydney, NSW 2015, Australia +2