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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262 papers

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

    Sep 22, 2026Patatchona Keyela, Remon Polus, Soumaya Cherkaoui +1Quantum Approximate Optimization AlgorithmWireless Resource Allocation

  2. Calibrated RF-Fingerprinting Under Interference With Heterogeneous Transmission Protocols

    Sep 17, 2026Tariq Abdul-Quddoos, Xiangfang Li, Lijun QianRadio FrequencyFingerprint

  3. MAGNETAR: Multipath-Guided Spatial Posteriors for Transmitter Pose Inference in the Upper Mid-Band

    Sep 17, 2026Haozhe Lei, Ruibin Chen, Yuhan Jiang +3High-Fidelity Radio Map ConstructionRobust Localization

  4. NS3Learn: Transferring 5G NR Mode-2 Reception Realism from ns-3 to the Veins/SUMO Stack for Connected-Vehicle Safety Assessment

    Sep 17, 2026Rasheed Bello, Arthur Mukwaya, Gurcan Comert +5Microscopic Traffic SimulationsMobile Networks

  5. Radio Frequency Detection and Classification of Microplastics in Water

    Sep 17, 2026Jaden Tolbert, Md Saiful Islam, Pingshan WangRadio FrequencyLabel-Free

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

    Sep 17, 2026Nguyen Duc Minh Quang, Chang Liu, Shuangyang Li +1Wireless NetworksMulti-Agent Reinforcement Learning

  7. Radio-Frequency Convolutional Neural Networks

    Sep 16, 2026Zhihui Gao, Shi-Yuan Ma, Yiran Chen +2Radio FrequencyFull-Precision Performance

  8. Physics-based prediction, uncertainty quantification and decision-making for IN718 crystallographic texture intensity across LPBF defocus regimes

    Sep 16, 2026Yisheng Lu, John Riris, Jie Song +2Additive ManufacturingPorous Media

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

    Sep 16, 2026Seyed Bagher Hashemi Natanzi, Bo TangOpen Radio Access NetworksMulti-Agent Orchestration Frameworks

  10. CC-OPI: Online Distributed Task Allocation for UAV Swarms under Communication Constraints

    Sep 16, 2026Biao Liu, Tong ZhangUnmanned Aerial Vehicle SwarmsSwarms

  11. Where Should Agents Live? Energy-Memory Characterization of Agentic AI for the Edge-Cloud Continuum

    Sep 16, 2026Carolina Fortuna, Vid Hanžel, Tim Strnad +1Edge ComputingArtificial Intelligence Infrastructure

  12. Set-membership localization of intermittent RF sources using a fleet of collaborating UAVs

    Sep 15, 2026Jacques Bois, Raul de Lacerda, Michel KiefferRobust LocalizationRadio Frequency

  13. Cross-Domain Inference for Human Localization: Applying Wi-Fi RSSI Data to CSI-Trained Models

    Sep 15, 2026Ariel Duschanek-Myers, Thomas Welsh, Helmut NeukirchenWifiChannel State Information

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

    Sep 14, 2026Jose Angel Sanchez Viloria, George Sklivanitis, Dimitris Pados +1Open Radio Access NetworksNeural Network

  15. Autonomous Research for Open-Ended Problems: A Case Study on Telecom Ticket Retrieval

    Sep 14, 2026Junghyun Min, Huseyin Uzunalioglu, Mohamed TrabelsiAutoresearchLlm-Driven

  16. Rethinking Radiomap Blind Prediction with Limited Environment and Configuration Representations

    Sep 10, 2026Xiaojie Li, Yu Han, Han Fang +3High-Fidelity Radio Map ConstructionRadio Frequency

  17. Adaptive Distributed Physical-Layer Authentication and Attack Detection in 6G Non-Terrestrial Networks via Causal Meta-Learning

    Sep 10, 2026Parsa Rajabi, Mohammad Reza Abedi, Nader Mokari +2Mobile NetworksAttack Detection

  18. 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 Resource AllocationMobile Networks

  19. Robust Beam Prediction for V2X Networks with Multi-Modal Sensing

    Sep 9, 2026Chen Shang, Dinh Thai Hoang, Diep N. Nguyen +1V2XMulti-Modal Sensing

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

    Sep 9, 2026Beier Li, Mai VuBeamformingUltra-Wideband

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

    Sep 8, 2026Haifeng Wen, Nicolò Michelusi, Osvaldo Simeone +2Federated LearningWireless Resource Allocation

  22. 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 NetworksAi-Ran

  23. A Peer-Relative Representation Learning Framework for Energy Inefficiency Identification in Mobile Network Sites

    Sep 3, 2026Eliud Nyakweba Koto, Jaco du Toit, Adham Stoltz +1Energy-EfficientMobile Networks

  24. Contribution-Aware Bandwidth Allocation for Multimodal Split Learning

    Sep 1, 2026Iason Ofeidis, Leandros TassiulasRobust Multimodal LearningWireless Resource Allocation

  25. mzCache: On-Device LLM Memory Management under Multitasking

    Sep 1, 2026Hongseung Yu, Minsung Kim, Jongseok Park +1LLM Inference EfficiencyLarge Language Model Memory

  26. BeamRMX: Radiation-Pattern-Driven Learning for Generalizable Beam Radio Map Prediction and Beam Management

    Sep 1, 2026Yue Zhang, Xiucheng Wang, Wenshuo Chen +1High-Fidelity Radio Map ConstructionWireless Radiance Field

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

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

  28. 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 NetworksMulti-Task Reinforcement Learning

  29. Beamforming Design Via GNN in mmWave Cell-Free Massive MIMO Using Sub-6 GHz CSI

    Aug 31, 2026Sina Tavakolian, Abolfazl Zakeri, Ahmed Alkhateeb +2BeamformingChannel State Information

  30. Heterogeneity-Aware Belief Synchronization for Semantic Communication in AI-Native 6G Networks

    Aug 13, 2026Muhammad Hannan Akram, Muhammad Abubakar Rashid, Wassi Haider Kabir +3Semantic CommunicationsMobile Networks

  31. CTBench: Evaluating Troubleshooting Capabilities of AI Agents in Realistic Telecom Network Operations

    Aug 12, 2026Xingyu Yan, Tingting Dai, Antonio De Domenico +16Opti-Agent-BenchMobile Networks

  32. A Recommendation System Approach for Interference-Robust Sensor Subset Selection

    Aug 11, 2026Kaan Buyukkalayci, Kyle Pak, Merve Karakas +1Multi-Sensor FusionMulti-Object Tracking

  33. ImpactHO: Importance-Aware KV Cache Transfer for Multi-User Edge LLM Handover

    Aug 11, 2026Minwoo Kim, Soochang Song, Namyoon Lee +2Key-Value CacheWireless Resource Allocation

  34. Removing Infrastructure Barriers in Human-Robot Collaboration Through Wireless Reconfigurable Cells

    Aug 10, 2026Emma Takács, Mátyás Hajós, Ádám Juniki +7Human-Robot CollaborationMobile Networks

  35. 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 SystemsAdaptive Controller

  36. ControlRadio: Prompt-Driven Controllable Diffusion for Cross-Modal Radio Map Generation

    Aug 10, 2026Kangjun Liu, Xiying Pan, Shuhang Zhang +3High-Fidelity Radio Map ConstructionRadio Frequency

  37. MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning

    Aug 10, 2026Hanye Zhao, Muning Wen, Yong Yu +1Optimal SchedulingMulti-Agent Reinforcement Learning

  38. ML-Based Hierarchical Prediction for Practical Energy Scheduling in Dynamic NTN-WPT Systems

    Aug 9, 2026Zhanyu Ju, Wenchi ChengWireless Resource AllocationMulti-Agent Reinforcement Learning

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

    Aug 9, 2026Bingyan Xie, Yongjeong Oh, Zihan Chen +3Neural Video CodecsWireless Networks

  40. A Picture is Worth a Thousand Tokens: How Vision Language Models Cut AI Energy Costs While Improving Accuracy

    Aug 7, 2026Bhavika Jalli, Nikhil Korati Prasanna, Jayanta ChoudhuryLarge Vision Language ModelsToken Communications

  41. FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks

    Aug 7, 2026Majid Kundroo, Tinku Singh, Taehong KimFederated LearningWireless Networks

  42. Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation

    Aug 7, 2026Junghwan Park, Sangcheol Sim, Woojin Cho +1Cloud-Aware Earth Observation SequencesEarth Observation

  43. ELMZip: Onboard Satellite Image Compression via Extreme Learning Machines for Efficient Downlink

    Aug 7, 2026Woojin Cho, Junghwan Park, Sangcheol Sim +3Wireless Resource AllocationReconstruction Quality

  44. DG-FedReuse: Proxy-Gradient-Gated Cached-Update Reuse with Matched Sparse Uplink Accounting

    Aug 5, 2026Rahil Aftab, Vineet Kumar Rakesh, Soumya Mazumdar +1Federated LearningFedavg

  45. Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks

    Aug 5, 2026Xiao Wang, Shun-Ren YangMulti-Uav SystemsWireless Resource Allocation

  46. Spatiotemporal Graph Transformer for Traffic Intelligence in Edge Computing

    Aug 4, 2026Laha Ale, Letian Lin, Na Cao +2Accurate Traffic ForecastingTemporal Graph Neural Networks

  47. FedRings: A Scalable and Topology-Aware Federated Learning Framework for LEO Satellite Constellations

    Aug 4, 2026Ziwu Liu, Inês Pinto Gouveia, Rehana Yasmin +2Federated LearningSatellite

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

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

  49. Clear-Weighted Bit Allocation for Satellite Downlinks

    Aug 2, 2026Alireza Furutanpey, Qiyang Zhang, Yujie Huang +2SatelliteWireless Resource Allocation

  50. 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 LearningHeterogeneous Edge Devices

  51. 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-Uav SystemsStochastic Delays

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

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

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

    Aug 1, 2026Nurettin Safak, Durdu Can Yerdeyatar, Muhammet Sefa Demirel +3Automatic Modulation ClassificationRadio Frequency

  54. Band-Count Dense Modal Estimation with Fixed-Frequency Differentiable Resonator Refinement

    Aug 1, 2026Minhui Lu, Joshua D. ReissDensity Ratio EstimationImpulse Response

  55. RadYOLO: Computationally Efficient 3D Object Detection and Segmentation in CT and MRI

    Aug 1, 2026Kai Geissler, Laurens Müller-Groh, Hans Meine3D Object DetectionLesion Segmentation

  56. RF-HOI: Recognize Human-Object Interaction with Radio Frequency Signals

    Jul 31, 2026Lihao Wang, Linlu Gao, Jiacan Yu +5Human Activity RecognitionRadio Frequency

  57. Point2Radio: A Foundation Model for Cross-Scene Radio Fields from Material-Aware Point Clouds

    Jul 31, 2026Chaozheng Wen, Chenghong Bian, Hongze Chen +1High-Fidelity Radio Map ConstructionRadio Frequency

  58. AgentRadio: Passive Awareness for Long-Horizon Multi-Agent Collaboration

    Jul 30, 2026Xinxing Ren, Qianbo Zang, Ziyan Wang +4Coding AgentsCollaboration

  59. SymNet: A Multi-Task Network for Joint Radio Map Reconstruction and Transmitter Localization

    Jul 30, 2026Lyuzhou Ye, Thanh Dat Le, Yan HuangHigh-Fidelity Radio Map ConstructionRobust Localization

  60. CORF-GS: Real-Time Wireless Radiance Field Reconstruction via Coupled Optical-RF Gaussian Splatting

    Jul 28, 2026Jinya Zhang, Jiajia Guo, Chao-Kai Wen +1Wireless Radiance FieldRadio Frequency