Open Radio Access Networks

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9 papers in the last four weeks, up 200% on the four weeks before. 0.1% of all new papers.

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  1. Federated Learning for LLMs over Mobile Networks: Issues and Solutions in the RAN Transport

    Oct 1, 2026Emilio Paolini, Andrea Pinto, Flavio Esposito +1Federated LearningOpen Radio Access Networks

    Tecip Institute, Scuola Superiore Sant’Anna, Pisa, Italy · Computer Science Department, Saint Louis University, St. Louis, USA

  2. Multi-Agent Orchestration of 3GPP Channel Estimators

    Sep 24, 2026I. Zakir Ahmed, Hamid SadjadpourChannel EstimationOrthogonal Frequency-Division Multiplexing

    Department of Electrical and Computer Engineering University of California, Santa Cruz

  3. Evolving Inspectable O-RAN Slicing xApps with LLMs

    Sep 23, 2026Faezeh Dehghan Tarzjani, Bhaskar KrishnamachariOpen Radio Access NetworksSlices

    Department of Electrical and Computer Engineering, University of Southern California

  4. Radio-Frequency Convolutional Neural Networks

    Sep 16, 2026Zhihui Gao, Shi-Yuan Ma, Yiran Chen +2Edge DevicesNeural Network Inference

    Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708, USA. · Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.

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

    Sep 16, 2026Seyed Bagher Hashemi Natanzi, Bo TangOpen Radio Access NetworksArbitration

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

  6. Channel-Informed Neural Network for Physical Layer Key Generation

    Sep 14, 2026Jose Angel Sanchez Viloria, George Sklivanitis, Dimitris Pados +1Open Radio Access NetworksDiffie-Hellman

    Center for Connected Autonomy and AI, Florida Atlantic University, Boca Raton, FL, USA · Air Force Research Laboratory, Rome, NY, USA

  7. Improving 5G AI-RAN MCS Selection by Predicting Retransmissions

    Sep 10, 2026Tamerlan Aghayev, Maxime Elkael, Michele Polese +5Open Radio Access NetworksHip-Lora

    Institute for Intelligent Networked Systems, Northeastern University, Boston, MA, U.S.A. · SoftBank Research Institute of Advanced Technology, Tokyo, Japan

  8. Efficient Graph Neural Networks for Multicarrier Wideband Hybrid Beamforming Optimization

    Sep 9, 2026Beier Li, Mai VuBeamformingGraph Neural Networks

  9. The OCUDU dApp Platform: An Open Runtime and E3 Interface for Real-Time AI-RAN

    Sep 7, 2026Timothy O'Shea, Matthew Pennybacker, Andriy KharchenkoOpen Radio Access NetworksDecentralized Finance

    DeepSig Inc., Arlington, VA, USA

  10. CRAFT: Fine-Tuning Pre-hoc Explainability in AI-native 6G RAN

    Sep 1, 2026Pranshav Gajjar, Vijay K ShahOpen Radio Access NetworksMobile Networks

    NextG Wireless Lab NCSU Raleigh USA

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

    Aug 31, 2026Fatih Temiz, Shavbo Salehi, Melike Erol-KantarciOpen Radio Access NetworksMixture-Of-Experts

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

  12. Conversational Orchestration for Organic 6G

    Aug 11, 2026Masoud Shokrnezhad, Tarik TalebOpen Radio Access NetworksEdge Platforms

    ICTFICIAL Oy, Espoo, Finland · Ruhr University Bochum, Bochum, Germany

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

    Aug 3, 2026Yeonseo Jeong, Wonhyeok Ko, Sungweon Hong +1Power AllocationOpen Radio Access Networks

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

  14. An Uncertainty-Driven Hybrid Deep Learning Approach for Broad-Coverage RF Modulation Recognition

    Aug 1, 2026Nurettin Safak, Durdu Can Yerdeyatar, Muhammet Sefa Demirel +3Deep LearningUncertainty-Aware Classification

    Department of Electrical and Electronics Engineering, Ankara Yildirim Beyazit University, Ankara, Turkey

  15. ML-based Predictive Models for Power Consumption in Virtualised O-RANs

    Jul 27, 2026Rishu Raj, Genevieve Akude, Urooj Tariq +1Open Radio Access NetworksXgboost Model

    CONNECT Centre, Trinity College Dublin, Ireland

  16. Physically Constrained Federated Additive Models for O-RAN SLA-Risk Prediction

    Jul 23, 2026Aubida A. Al-Hameed, Mohammed M. H. Qazzaz, Maryam Hafeez +1Open Radio Access NetworksConformal Risk Control

    College of Electronics Engineering, Ninevah University, Mosul, Iraq · School of Electronic and Electrical Engineering, University of Leeds, Leeds, UK

  17. CSI-Assisted Edge SLAM Testbed Platform for 5G Connected Unmanned Autonomous Vehicles

    Jul 11, 2026Boris Radovanovic, Sasa Talosi, Srdjan Sobot +1Integrated Sensing And CommunicationSimultaneous Localization And Mapping

    Faculty of Technical Sciences, University of Novi Sad, Serbia

  18. ADORN: Adaptive Drift handling for Open RAN using Reinforcement Learning

    Jul 9, 2026Ashit Kumar Subudhi, Bhargav Chirumamilla, Shubham Vaishnav +5Open Radio Access NetworksRetraining

    Indian Institute of Technology Dharwad, Karnataka, India · Johns Hopkins University, USA · Stockholm University, Sweden +2

  19. ORAN-DEFEND: Subspace Detection and Sanitization of Backdoor DRL xApps in Open RAN

    Jul 7, 2026Md Raihan Uddin, Fatemeh Lotfi, Tolunay Seyfi +1Clean Label Backdoor AttackModel-Agnostic Defense

    Department of Electrical and Computer Engineering, Clemson University, Clemson, SC, USA

  20. AI-RAN on NPUs: Baseband Processing Without Baseband Chips

    Jul 5, 2026Shilong Zhang, Luping Xiang, Jienan Chen +1Neural Processing UnitsOpen Radio Access Networks

    State Key Laboratory of Novel Software Technology, Nanjing University, Nanjing 210008, China · School of Intelligent Software and Engineering, Nanjing University (Suzhou Campus), Suzhou 215163, China · National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu 611731, China

  21. Adaptive Machine Learning Framework for UAV Trajectory Optimization in O-RAN

    Jun 23, 2026Chenrui Sun, Swarna Bindu Chetty, Gianluca Fontanesi +3Unmanned Aerial Vehicle TrajectoriesOpen Radio Access Networks

  22. LOLLA: Deep Reinforcement Learning for Closed-Loop Link Adaptation Towards a GPU-Accelerated AI-RAN

    Jun 22, 2026Rui Wang, Linchao Zhang, Qiang Liu +1Open Radio Access NetworksHip-Lora

  23. From RAN Control to Agentic Intelligence: Architecture and Vision for Energy Efficient AI-RAN

    Jun 20, 2026Sabrine Aroua, Alexis I. Aravanis, Ilias Chatzistefanidis +7Open Radio Access NetworksArtificial Intelligence Lifecycle

    Ericsson Research, France · Laboratory of Signals and Systems (L2S), Universite Paris-Saclay, CentraleSupelec, CNRS, France · BubbleRAN, France +1

  24. WiFi-Based People Counting Using Beam-Steerable Antennas: A Test-bed Study

    Jun 15, 2026Riccardo Bersan, Anay Ajit Deshpande, Sanaz Kianoush +2WifiWireless Communications

    Adant Technologies Inc. Padova, Italy · IEIIT institute, Consiglio Nazionale delle Ricerche Milan, Italy

  25. Towards CSI-Native Foundation Models: A Channel-Adaptive Roadmap for 6G

    Jun 12, 2026Chenyu Zhang, Xinchen Lyu, Chenshan Ren +2Channel State InformationWireless Foundation Models

    National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing 100876, China · Key Laboratory of Ethnic Language Intelligent Analysis and Security Governance of MOE, Minzu University of China, Beijing 100081, China · China Telecom Corporation Limited Gansu Branch, Gansu 730000, China

  26. Explainable Runtime Dependency Tracking for AI-RAN Conflict Monitoring

    Jun 4, 2026Christie Djidjev, Nicholas KaminskiOpen Radio Access NetworksRuntime

    Idaho National Laboratory Idaho Falls, United States

  27. Event Detection for Parameter-to-KPI Dependency Learning for AI-RAN

    Jun 4, 2026Christie Djidjev, Nicholas KaminskiOpen Radio Access Networks

    Idaho National Laboratory · Idaho Falls, United States

  28. DAST: A VLM-LLM Framework for Cross-Interface Anomaly Detection in O-RAN

    Jun 4, 2026Francesco Spinelli, Esteban Municio, Pau Baguer +2Interpretable Anomaly DetectionTime-Series Anomaly Detection

    i2CAT Foundation · NEC Laboratories Europe · ICREA

  29. QoEReasoner: An Agentic Reasoning Framework for Automated and Explainable QoE Diagnosis in RANs

    Jun 1, 2026Qizhe Li, Haolong Chen, Shan Dai +5Open Radio Access NetworksRoot Cause Analysis

    The Chinese University of Hong Kong, Shenzhen · Shenzhen Research Institute of Big Data · Huawei Technologies Co., Ltd. +1

  30. Digital Twin-Assisted Adaptive Multi-Agent DRL for Intelligent Spectrum and Resource Management in Open-RAN UAV-Enabled 6G Networks

    May 31, 2026Marwan Dhuheir, Thang X. Vu, Symeon ChatzinotasMulti-UavOpen Radio Access Networks

    The Interdisciplinary Centre for Security, Reliability and Trust (SnT), University of Luxembourg, Luxembourg.

  31. Multi-Agent DRL for QoS and Energy Optimization in RIS-Enabled Open-RAN Industrial 6G TN/NTN Networks

    May 31, 2026Marwan Dhuheir, Thang X. Vu, Symeon ChatzinotasOpen Radio Access NetworksInternet Of Thing

    The Interdisciplinary Centre for Security, Reliability and Trust (SnT), University of Luxembourg, Luxembourg.

  32. Practical Cross-Band Channel Prediction for AI-RAN via Physics-Guided Deep Unfolding

    May 29, 2026Ruiqi Kong, He Chen, Xiaojun LinOpen Radio Access NetworksPhysics-Guided Machine Learning

    Department of Information Engineering, The Chinese University of Hong Kong, Hong Kong SAR, China

  33. Jamming-Resilient PRB Reservation for Latency-Critical O-RAN Network Slicing

    May 28, 2026Elahe Delavari, Junaid FarooqOpen Radio Access NetworksIntentional Jamming

    Department of Electrical and Computer Engineering, University of Michigan-Dearborn, Dearborn, MI, 48128 USA

  34. Privacy-Aware Agent Collaboration for Dynamic VR Slice Management in 6G SD-RAN

    May 28, 2026Khaled M. Naguib, Soumaya Cherkaoui, Mahmoud M. Elmesalawy +2Open Radio Access NetworksVirtual Reality

    Department of Computer and Software Engineering, Polytechnique Montr´eal, Montr´eal, Canada · Electronics and Communications, Helwan Univ. Cairo, Egypt

  35. GENESIS: Harnessing AI Agents for Autonomous 6G RAN Synthesis, Research, and Testing

    May 26, 2026Tamerlan Aghayev, Maxime Elkael, Michele Polese +11Open Radio Access NetworksAi-Native

    Institute for Intelligent Networked Systems at Northeastern University, Boston, MA.

  36. Advanced AI Service Provisioning in O-RAN through LLM Engine Integration

    May 22, 2026Seyed Bagher Hashemi Natanzi, Pranshav Gajjar, Bo Tang +1Open Radio Access NetworksAi-Based

    Department of Electrical and Computer Engineering, Worcester Polytechnic Institute, Worcester, MA 01609 USA · Department of Electrical and Computer Engineering, North Carolina State University, Raleigh, NC 27695 USA

  37. 6G Communication Networks Enabling Embodied Agents: Architecture and Prototype

    May 22, 2026Lipeng Dai, Luping Xiang, Kun YangEmbodied AgentsHuman-Robot Interaction

    State Key Laboratory of Novel Software Technology, Nanjing University, Nanjing, 210008, China · Institute of Intelligent Networks and Communications (NINE), Nanjing University (Suzhou Campus), Suzhou, 215163, China

  38. ACCoRD: Actor-Critic Conflict Resolution with Deep learning for O-RAN xApps

    May 21, 2026Cezary Adamczyk, Adrian KliksOpen Radio Access NetworksOptical Networks

    Institute of Radiocommunications Poznan University of Technology Pozna´n, Poland · Lule˚a University of Technology Lule˚a, Sweden

  39. FedCritic: Serverless Federated Critic Learning-based Resource Allocation for Multi-Cell OFDMA in 6G

    May 20, 2026Amin Farajzadeh, Melike Erol-KantarciOrthogonal Frequency-Division MultiplexingOpen Radio Access Networks

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

  40. Towards Resilient and Autonomous Networks: A BlueSky Vision on AI-Native 6G

    May 20, 2026Liang Wu, Kelly Wan, Mayank Darbari +1Open Radio Access NetworksMobile Networks

    Nokia Sunnyvale, California, USA

  41. Optimization-as-a-Service via Multi-Agent Large Language Model for Radio Access Networks

    May 15, 2026Chaoqun You, Yueyue Dai, Xingqiu He +3Open Radio Access NetworksAgentic Optimization

    Fudan University · Huazhong University of Science and Technology · University of Surrey +1

  42. CSI-JEPA: Towards Foundation Representations for Ubiquitous Sensing with Minimal Supervision

    May 13, 2026Xuanhao Luo, Zhizhen Li, Yuchen LiuChannel State InformationSelf-Supervised Representations

    North Carolina State University, USA

  43. xApp Empowered Resource Management for Non-Terrestrial Users in 5G O-RAN Networks

    May 11, 2026Mohammed M. H. Qazzaz, Syed Ali Zaidi, Aubida A. Al-Hameed +2Open Radio Access NetworksHandoff

    School of Electronic and Electrical Engineering, University of Leeds, Leeds, UK · College of Electronics Engineering, Ninevah University, Mosul, Iraq

  44. Bridging the Cognitive Gap: A Unified Memory Paradigm for 6G Agentic AI-RAN

    May 11, 2026Xijun Wang, Zhaoyang Liu, Chenyuan Feng +3Open Radio Access NetworksPeak Memory

    Sun Yat-sen University, China · University of Exeter, U.K. · Zhejiang University, China +2

  45. Plan2Cleanse: Test-Time Backdoor Defense via Monte-Carlo Planning in Deep Reinforcement Learning

    May 10, 2026Sze-Ann Chen, Zhi-Yi Chin, Kui-Yuan Chen +2Iterative Re-PlanningClear

    National Yang Ming Chiao Tung University, Hsinchu, Taiwan · CISPA Helmholtz Center for Information Security

  46. LLM-assisted gNB Parameter Configuration for Radio Access Network

    May 1, 2026Yao-Cong Dong, Maria Amparo Canaveras Galdon, Ari Uskudar +3Open Radio Access NetworksLarge Language Model Fine-Tuning

    Dept. of Electronic and Computer Engineering, National Taiwan University of Science and Technology, Taiwan · NVIDIA, USA · Colorado State University, USA

  47. Toward Autonomous O-RAN: A Multi-Scale Agentic AI Framework for Real-Time Network Control and Management

    Feb 15, 2026Hojjat Navidan, Mohammad Cheraghinia, Jaron Fontaine +5Open Radio Access NetworksAgentic Framework

    IDLab, Department of Information Technology at Ghent University - imec, Ghent, Belgium · Department of Electrical and Computer Engineering, Princeton University, USA

  48. CoCo-Fed: A Unified Framework for Memory- and Communication-Efficient Federated Learning at the Wireless Edge

    Jan 2, 2026Zhiheng Guo, Zhaoyang Liu, Zihan Cen +5Open Radio Access NetworksFederated Learning

    School of Electronics and Information Technology, Sun Yat-sen University, Guangzhou 510275, China · Department of Computer Science, University of Exeter, Exeter EX4 4QJ, U.K. · Singapore University of Technology and Design, Singapore