Mobile Networks

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Period ending 2026-09-21

14 new papers

A weekly snapshot of new work published in Mobile Networks.

Period ending 2026-09-14

21 new papers

A weekly snapshot of new work published in Mobile Networks.

Period ending 2026-09-07

12 new papers

A weekly snapshot of new work published in Mobile Networks.

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264 papers

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  1. 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

  2. Forecasting Technological Directions in Wireless Networks and Mobile Computing via AutoML Framework

    Jun 22, 2026Ahmed Abolfadl, Marwa Mahmoud, Basma Afifi +2Topic ModelingPopularity

  3. 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 NetworksDeep Reinforcement Learning

  4. Domain Adaptation Under Wireless Network Constraints: When Does It Become Green?

    Jun 22, 2026Illyyne Saffar, Aurélie Boisbunon, Shruti BotheDomain AdaptationWireless Networks

  5. Memory-Native Non-Terrestrial Networks for Embodied Intelligence

    Jun 22, 2026Chengyang Li, Yikun Wang, Jiahui He +6Mobile NetworksNeuromorphic Hardware

  6. 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 Infrastructure

  7. Detecting Satellites in Radio-Frequency Data via Semi-Supervised Learning

    Jun 18, 2026Cade W. Trotter, Maksim E. Eren, Justin C. Holmes +4Radio FrequencySatellite

  8. TelcoAgent: A Scalable 5G Multi-KPM Forecasting With 3GPP-Grounded Explainability

    Jun 18, 2026Geon Kim, Dara Ron, Sukhdeep Singh +5Mobile NetworksLlm-Based Forecasting Methods

  9. Point-Cloud-Assistant Localized Statistical Channel Prediction by Tangent Gaussian Splatting

    Jun 17, 2026Ye Xue, Yiheng Wang, Xinhua Shao +3Channel ModelingHigh-Fidelity Radio Map Construction

  10. A Perception vs. Distortion Perspective on Score-Based Generative Channel Estimation

    Jun 15, 2026Marco Skocaj, Lukas Eller, Mate BobanJoint Channel EstimationBeamforming

  11. Context-Aware Markov VAE for CSI Compression in Wireless Systems

    Jun 15, 2026Efstathios Chatziloizos, Konstantinos Vandikas, Aneta Vulgarakis Feljan +2Channel State InformationWireless Networks

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

    Jun 15, 2026Riccardo Bersan, Anay Ajit Deshpande, Sanaz Kianoush +2WifiChannel State Information

  13. Diffusion Offline Reinforcement Learning for Fair and Energy-Efficient UAV-Assisted Wireless Networks

    Jun 15, 2026Eslam Eldeeb, Hirley AlvesWireless NetworksOffline Reinforcement Learning

  14. The Perplexity Trap: When Patent Law Makes Human Writing Look Like AI

    Jun 15, 2026Anubhab BanerjeePatentReasoning Trap

  15. MUFFLe: Efficient Model Update Compression via Generalized Deduplication for Federated Learning

    Jun 12, 2026Xiaobo Zhao, Daniel E. LucaniFederated LearningWireless Resource Allocation

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

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

  17. Temporally Consistent Graph Q-Networks for Intelligent Network Control

    Jun 11, 2026Zacharias Veiksaar, Maxime BoutonDeep Q-NetworksMulti-Agent Reinforcement Learning

  18. JSCGC: Joint Source-Channel-Generation Coding for Wireless Generative Communications

    Jun 11, 2026Tong Wu, Zhiyong Chen, Guo Lu +4Source-Channel CodingRate-Distortion Theory

  19. Out-of-Distribution (OOD) Detectors for Open-Set RF Fingerprinting

    Jun 10, 2026Sudeepta Mondal, Ganesh SundaramoorthiOut-Of-Distribution DetectionRadio Frequency

  20. Generative Explainability for Next-Generation Networks: LLM-Augmented XAI with Mutual Feature Interactions

    Jun 9, 2026Kiarash Rezaei, Omran Ayoub, Sebastian Troia +3Explainable Artificial IntelligenceExplainability

  21. Toward Proactive RF Charging Scheduling: Generative AI for Decision Support

    Jun 9, 2026Amirhossein Azarbahram, Osmel M. Rosabal, David Ernesto Ruiz-Guirola +3Open Radio Access NetworksWireless Networks

  22. DIFFRACT: Neuralized Utility Maximization for Wireless Networks by Differentiable Programming

    Jun 5, 2026Chee Wei Tan, Siya ChenWireless NetworksDifferentiable Optimization

  23. HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework

    Jun 4, 2026Tianxing Bu, Zhaoqi Zhang, Linyou Cai +7AdsDynamic Order Fulfillment Operations

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

    Jun 4, 2026Christie Djidjev, Nicholas KaminskiOpen Radio Access NetworksMultivariate Telemetry Data

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

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

  26. LatentWave: JEPA Pretraining for Wireless Foundation Models

    Jun 4, 2026Ahmed Mohamed, Ahmed Aboulfotouh, Hatem Abou-ZeidWireless Foundation ModelsRadio Frequency

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

    Jun 4, 2026Francesco Spinelli, Esteban Municio, Pau Baguer +2Denial-Of-Service AttacksTime-Series Anomaly Detection

  28. TinyML-Driven Cybersecurity for Autonomous Spacecraft: Latency-Accuracy Analysis for SPARTA RF and Cyber Threat Detection

    Jun 4, 2026Van Le, Trevor Tran, Tan LeAttack DetectionSpacecraft

  29. Multi-SPIN: Multi-Access Speculative Inference for Cooperative Token Generation at the Edge

    Jun 3, 2026Haotian Zheng, Zhanwei Wang, Mingyao Cui +3Heterogeneous Edge DevicesWireless Resource Allocation

  30. When Mean Age Is Not Enough: Distribution-Aware Scheduling for Networked LQR Control

    Jun 3, 2026Abdullah Y. Etcibasi, C. Emre Koksal, Eylem EkiciLinear Quadratic RegulatorNetworked Systems

  31. Gauss Circle Lattices with Geometric Convolutions for Synthesizing High Dimensional Image-Source Room Impulse Responses

    Jun 3, 2026Yuancheng LuoImpulse ResponseLattice

  32. Generalizable Multi-Task Learning for Wireless Networks Using Prompt Decision Transformers

    Jun 3, 2026Fatih Temiz, Shavbo Salehi, Melike Erol-KantarciWireless NetworksOpen Radio Access Networks

  33. Building The Ph(ysical)AI Layer Of Machine Intelligence

    Jun 2, 2026Ulbert Jose Botero, Liam Smith, Brooks Olney +5Transfer LearningCross-Modal Learning

  34. Limit Analysis of Graph Neural Networks with Wireless Conflict Graphs

    Jun 2, 2026Romina Garcia Camargo, Zhiyang Wang, Alejandro RibeiroGraph Neural NetworksExponential Random Graph Models

  35. AUGUSTE: Online-Learning dApp for Predictive URLLC Scheduling

    Jun 2, 2026Maxime Elkael, Michele Polese, Yunseong Lee +2Wireless Resource AllocationLow-Latency Systems

  36. RMPrior: Bridging Propagation Priors and Diffusion Refinement for Efficient Radio Map Construction

    Jun 2, 2026Zixuan Guo, Xiucheng Wang, Nan ChengHigh-Fidelity Radio Map ConstructionDiffusion Priors

  37. Operating Regimes of Decentralized Learning Under Mobility and Bandwidth Constraints

    Jun 1, 2026Samuele Sabella, Chiara Boldrini, Lorenzo Valerio +2Bandwidth ConstraintsDecentralization

  38. RA-LWLM: Retrieval-Augmented In-Context Localization with Wireless Foundation Models

    Jun 1, 2026Guangjin Pan, Hui Chen, Hei Victor Cheng +1Wireless NetworksRobust Localization

  39. RadioMaster: Multi-Agent System for Autonomous Radio Signal Generation

    Jun 1, 2026Jiazhen Lei, Tianze Cao, Yuxin Sha +5Radio FrequencyWireless Networks

  40. 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-Uav SystemsOpen Radio Access Networks

  41. 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 NetworksMobile Networks

  42. AgentxGCore: Agentic AI for Next-Generation Mobile Core Network

    May 29, 2026Maria Katarine Santana Barbosa, Kelvin L. DiasMobile NetworksAi-Ran

  43. KISS: Keeping it Simple and Slotted when Learning to Communicate over Wireless

    May 29, 2026Kamil Szczech, Maksymilian Wojnar, Krzysztof Rusek +2Wireless NetworksMulti-Agent Reinforcement Learning

  44. Neural Radiated-Noise Fields for Unmanned Underwater Vehicle Noise Spectrum Prediction in Three-Dimensional Scenes

    May 29, 2026Yan Wu, Yang Yang, Jun Fan +1Autonomous Underwater VehiclesHigh-Fidelity Radio Map Construction

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

    May 29, 2026Ruiqi Kong, He Chen, Xiaojun LinChannel ModelingOpen Radio Access Networks

  46. DRIFT: Joint Channel Estimation and Prediction Towards Pilotless 6G Non-Terrestrial Networks

    May 29, 2026Bruno De Filippo, Carla Amatetti, Alessandro Vanelli-CoralliJoint Channel EstimationMobile Networks

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

    May 28, 2026Elahe Delavari, Junaid FarooqOpen Radio Access NetworksJamming Attacks

  48. Your Multimodal Speech Model Says I Have a Face for Radio

    May 28, 2026Maya K. Nachesa, Vlad Niculae, Vagrant GautamMultimodal LearningAudio-Visual Consistency

  49. RadioFormer3D: Weakly Supervised 3D Radio Map Estimation in Low-Altitude Airspace via Generative Modeling

    May 28, 2026Zheng Fang, Junjie Liu, Kangjun Liu +3High-Fidelity Radio Map ConstructionReal3D-Ad Datasets

  50. 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 NetworksMulti-Agent Reinforcement Learning

  51. GeRaF: Neural Geometry Reconstruction from Radio Frequency Signals

    May 27, 2026Jiachen Lu, Hailan Shanbhag, Haitham Al HassaniehGeometric ReconstructionRadio Frequency

  52. Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm

    May 27, 2026Feng Qiu, Zheng Fang, Shuhang Zhang +4High-Fidelity Radio Map ConstructionTrajectory-Aware Differential Aggregation

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

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

  54. TWIST: Closed-Loop token Synchronization for Application-Aware Wireless Digital Twins

    May 26, 2026Sige Liu, Kezhi WangDigital Twin FrameworkDigital Twins

  55. Telenor Nordics Customer Service self-help corpus

    May 26, 2026Mike RiessText CorporaMobile Networks

  56. Transformer-Enhanced Reinforcement Learning: Fundamentals and Applications in Communication Networks

    May 26, 2026Nguyen Cong Luong, Shaohan Feng, Nguyen Duc Hai +10Mobile NetworksNetworked Systems

  57. A Token/KV-Cache Communication Media Selection and Resource Allocation Strategy for Multi-Agent Collaboration

    May 25, 2026Lipeng Dai, Luping Xiang, Kun YangWireless Resource AllocationCommunication

  58. Personalized Federated Learning by Energy-Efficient UAV Communications

    May 24, 2026Shiqian Guo, Jianqing Liu, Beatriz LorenzoFederated LearningWireless Resource Allocation

  59. Adversarial Water-Filling: Theory, Algorithms, and a Domain-Specific Wireless Foundation Model

    May 24, 2026Xindi Tong, Chee Wei Tan, H. Vincent PoorWireless Resource AllocationSpectrum

  60. LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability

    May 22, 2026Sadjad Alikhani, Akshay Malhotra, Shahab Hamidi-Rad +1Transfer LearningWireless Networks