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. 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

  2. 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

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

    Jul 27, 2026Rishu Raj, Genevieve Akude, Urooj Tariq +1Open Radio Access NetworksEnergy-Efficient

  4. Co-planning of Flight Corridors and Communication Infrastructure for Urban Drone Logistics Networks

    Jul 27, 2026Yingjie He, Yikang Wang, Zhenyu GaoMulti-Drone CoordinationMobile Networks

  5. Random Forest-Based Prediction of Bone Volume Fraction and Fracture Position from S-Parameters

    Jul 26, 2026Jianhe Li, Jinsui Meng, Yida Zhao +3Radio FrequencyRandom Forest

  6. Predictive Lightweight MARL for Resilient Coverage in Sparse-Signaling Aerial Networks

    Jul 24, 2026Chuan-Chi Lai, Ang-Hsun TsaiUnmanned Aerial Vehicle SwarmsWireless Resource Allocation

  7. RadioTrace: Transmitter-Aware Diffusion for Radio Map Estimation without Deployment-Time Fine-Tuning

    Jul 23, 2026Liu Yang, Qiang Li, Zhuo Cao +3High-Fidelity Radio Map Construction

  8. 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 NetworksMonotonicity

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

    Jul 22, 2026Liwei Wang, Wen Chen, Jun Li +4Wireless Resource AllocationFederated Learning

  10. CRB-Driven Beamforming and Trajectory Optimization for UAV-assisted ISAC System

    Jul 21, 2026Yi Yang, Qianqian Zhang, Huaxia WangIntegrated Sensing And CommunicationUnmanned Aerial Vehicle Trajectories

  11. RF-Agent: A Practical Framework for Building Language Agents for RFIC Design

    Jul 21, 2026Yueqi Xing, Houbo He, Jolie Wang +5Table Reasoning DatasetsElectronic Design Automation

  12. Intelligent Multi-UAV Navigation in ITNTNs: A Hierarchical LLM Approach

    Jul 21, 2026Zijiang Yan, Hao Zhou, Wael Jaafar +4Multi-Uav SystemsUncrewed Aerial Vehicles

  13. Adaptive Two-Stage Online Learning for Service-Affecting Failure Detection in Mobile Core Networks

    Jul 20, 2026J. du Toit, G. Fita, J. Salzwedel +2Early Failure PredictionMobile Networks

  14. Autonomous Discovery of Wireless Communications Algorithms

    Jul 20, 2026Fayçal Aït Aoudia, Jakob Hoydis, Sebastian Cammerer +4Wireless NetworksEvolutionary Search

  15. Mobile Network Control with a World Model

    Jul 20, 2026Maxime Bouton, Ioanna Mitsioni, Simon Lindståhl +1Networked SystemsMobile Networks

  16. A Multi-Agent System for 5G Throughput Prediction in Multi-Operator Urban Environments

    Jul 18, 2026Muhammad Kabeer, Rosdiadee Nordin, Nadiva Nuriftitah +1Mobile NetworksMulti-Agent Systems

  17. Hierarchical Wireless Foundation Model for Multi-Task Optimization

    Jul 18, 2026Yangjing Wang, Ouya Wang, Shenglong Zhou +1Wireless NetworksMulti--Task Learning

  18. LLM-Powered Agentic AI for 5G/6G Networks: A Tutorial and Survey on Architectures, Protocols, and Standardization

    Jul 17, 2026Mazene Ameur, Abdelkader Mekrache, Bouziane Brik +1Mobile NetworksProtocol

  19. Data and Learning Where it Matters for Contact-Rich Manipulation

    Jul 17, 2026Oliver Hausdörfer, Linus Schwarz, Gabor Marko +7Data CollectionRobotic Manipulation Policies

  20. Map as a Prompt: Learning Multi-Modal Spatial-Signal Foundation Models for Cross-scenario Wireless Localization

    Jul 17, 2026Yong Chu, Xun Zhou, Zenglin Xu +2Wireless NetworksLocalization Methods

  21. RF Spectrogram Anomaly Detection with Quantum Kitchen Sinks: Architecture, Representation, and Hardware Validation

    Jul 15, 2026Abdallah Aaraba, Alexis Vieloszynski, Remon Polus +2Quantum KernelsRadio Frequency

  22. Active Beyond-Diagonal RIS Empowered Heterogeneous Edge Computing: A Distributional Reinforcement Learning Approach

    Jul 14, 2026Tianyu Pang, Hongyu LiWireless Resource AllocationReconfigurable Intelligent Surfaces

  23. Mixed-Timescale Differential Coding for Downlink Model Broadcast in Wireless Federated Learning

    Jul 14, 2026Chung-Hsuan Hu, Zheng Chen, Erik G. LarssonFederated LearningWireless Resource Allocation

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

    Jul 11, 2026Boris Radovanovic, Sasa Talosi, Srdjan Sobot +1Simultaneous Localization And MappingIntegrated Sensing And Communication

  25. Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests

    Jul 10, 2026Saviz Changizi, Nasibeh Mohammadzadeh, Mohammad Shojafar +1Fraud DetectionBlockchain

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

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

  27. RadioDiff-v2: Generative Angular Radio Maps for Multi-Beam Selection and Localization

    Jul 9, 2026Xiucheng Wang, Junxi Huang, Nan ChengHigh-Fidelity Radio Map ConstructionWireless Radiance Field

  28. Generative Diffusion Models of Stochastic Graph Signals

    Jul 7, 2026Yiğit Berkay Uslu, Samar Hadou, Sergio Rozada +2Generative ModelsWireless Resource Allocation

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

    Jul 7, 2026Md Raihan Uddin, Fatemeh Lotfi, Tolunay Seyfi +1Backdoor AttacksPrivate Pate-Style Defense

  30. 6G Sensing Security: Distributed Game-Theoretic RL for Urban Beamforming and Attacker Detection

    Jul 7, 2026Parmida Geranmayeh, Onur GünlüIntegrated Sensing And CommunicationBeamforming

  31. Physics-Informed Structure Anchoring With Capture-Aware Prototype Calibration for Cross-Environment RF Fingerprinting

    Jul 6, 2026Fengchong Yao, Jianbing Li, Qing Liu +4Radio FrequencyReconfigurable Intelligent Surfaces

  32. Agentic-V2X: Small Language Model Agents for Deadline-Aware V2X Scheduling in 5G/6G Networks

    Jul 5, 2026Gerasimos Papanikolaou-Ntais, Alexandros Kaloxylos, Athanasios KanavosSchedulingMobile Networks

  33. Air-Plan: Query-Optimized Topology Selection for Over-the-Air Decentralized Federated Learning

    Jul 5, 2026Kaushal Attaluri, Rebeca P. Diaz-Redondo, Manuel Fernandez VeigaFederated LearningWireless Resource Allocation

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

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

  35. The S-ICDF Dataset: Sionna-Simulated Dynamic Interference Characterization and Direction Finding

    Jul 3, 2026Christian Wielenberg, Lucas Heublein, Jonathan Ott +8Radio FrequencyJamming Attacks

  36. Criticality-Based Guard Rail Validation for AI Agent Decisions in Autonomous Telecom Networks

    Jul 2, 2026Ravi Kant SharmaMobile NetworksTransformation-Based Attacks

  37. Scene-Conditioned PINN-GNN for Multipath RF Maps: Cross-Scene Generation and In-Scene Completion

    Jul 2, 2026Lizhou Liu, Xiaohui Chen, Zihan Tang +2High-Fidelity Radio Map ConstructionRadio Frequency

  38. How Much Do RF Drone Benchmarks Overstate? A Controlled Study and Theory of Data Leakage in UAV Signal Identification

    Jul 1, 2026David ShulmanUnmanned Aerial Vehicle DetectionDrone

  39. Geometry-Aware Cross-Height Channel Knowledge Map Prediction for UAV-Assisted Communications With Uncertainty-Guided 3D Sensing

    Jul 1, 2026Zhihan Zeng, Amir Hussain, Yue Xiu +4High-Fidelity Radio Map ConstructionSatellite Data

  40. Meta-Transfer Learning for mmWave Beam Alignment

    Jul 1, 2026Ahmet Nuri Cevik, Sinem ColeriMillimeter WaveBeamforming

  41. Computer vision-based neural networks for radioisotope identification in urban environments

    Jun 30, 2026Masen Bachleda, Peter LalorRadio FrequencyConvolutional Neural Networks

  42. Exploiting Overlapping Fields of View for Redundancy-Aware Uplink Transmission in Vehicular 6G

    Jun 30, 2026Hamidreza Mazandarani, Masoud Shokrnezhad, Tarik Taleb +1Semantic CommunicationsWireless Resource Allocation

  43. Communication-Aware Robot Execution for Cloud Inference under Spatially Heterogeneous Connectivity

    Jun 30, 2026Fengkai Liu, Yuichi Ohsita, Masayuki Murata +1Social Robot NavigationRobot Systems

  44. Minimizing Quantized Semantic Age of Information (QSAoI) in Foundation Model-Based Semantic Communications

    Jun 30, 2026Huanyu Zhang, Yulin Hu, Xiaopeng Yuan +2Semantic CommunicationsWireless Resource Allocation

  45. Active Sensing for RIS-Aided Tracking and Power Control: A Hybrid Neuroevolution and Supervised Learning Approach

    Jun 30, 2026George Stamatelis, Hui Chen, Henk Henk Wymeersch +1Reconfigurable Intelligent SurfacesWireless Resource Allocation

  46. The Universal Language of CSI:Unifying Wireless Sensing Across Devices and Environments

    Jun 30, 2026Jiayi Chen, Weiting Ou, Guangxu ZhuChannel State InformationWireless Networks

  47. Cross-Receiver Open-Set Radio Frequency Fingerprinting via Structure-First Adaptation

    Jun 30, 2026Fengchong Yao, Jianbing Li, Qing Liu +4Radio FrequencyFingerprint

  48. No Adaptation Without Observation: Observability-Constrained Test-Time Prompt Tuning for LiDAR Semantic Segmentation

    Jun 29, 2026Linlian Jiang, Wentao Ju, Sadman Rakib Pinon +4Dense Semantic SegmentationLight Detection And Ranging

  49. Wireless Backdoor Attack and Defense for Semantic Communications over Multiple Access Channel

    Jun 29, 2026Yalin E. Sagduyu, Tugba Erpek, Aylin Yener +1Semantic CommunicationsBackdoor Attacks

  50. ARMOR: Adaptive Retriever Optimization for Low-Resource Telecom Question Answering

    Jun 29, 2026Heshan Fernando, Quan Xiao, Yan Xin +1Mobile NetworksEncoders

  51. Fast Wireless Foundation Models with Early-Exits

    Jun 28, 2026Omar Mashaal, Hatem Abou-ZeidWireless Foundation ModelsWireless Networks

  52. Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers

    Jun 27, 2026Honghan She, Yufan Cheng, Tieming Sun +3Jamming AttacksJoint Channel Estimation

  53. Contrastive Predictive Coding with Compression for Enhanced Channel State Feedback in Wireless Networks

    Jun 26, 2026Ahmed Y. Radwan, Fahad Syed Muhammad, Matthew Baker +1Channel State InformationPredictive Coding

  54. Parameter Efficient Hybrid Transformer (PEHT) for Network Traffic Prediction via Dynamic Urban Congestion Integration

    Jun 26, 2026Abdolazim Rezaei, Mehdi Sookhak, Mahboobeh HaghparastAccurate Traffic ForecastingNetwork Traffic

  55. Multi-Modal Conditioned High-Resolution Transformer for Urban Electromagnetic Field Map Prediction Download PDF

    Jun 26, 2026Do-Eon Kim, Dongryul Park, Seungyoung Ahn +3Reconfigurable Intelligent SurfacesStress Fields

  56. Graph Neural Networks Applications Across Domains: All Insights You Need

    Jun 25, 2026Abderaouf BahiGraph Neural NetworksNeural Network

  57. RIS-Assisted Proactive Handover for Reliable mmWave Wireless Networks

    Jun 25, 2026Alaa Adnan, Mohammad Al-Quraan, Ahmed Zoha +5Wireless NetworksHandoff

  58. Cellular Predictions on the Move: What about Data?

    Jun 24, 2026Natalia Vesselinova, Pauliina IlmonenAccurate Traffic ForecastingElectricity Price Forecasting

  59. Spam and Sentiment Detection in Arabic Tweets Using MARBERT Model

    Jun 24, 2026Abrar Alotaibi, Atta-ur Rahman, Raheel Alhaza +6Sentiment AnalysisArabic Natural Language Processing

  60. Rate-Aware Quantum-Inspired Trajectory Learning for Interference-Limited Multi-UAV Networks

    Jun 24, 2026Khaoula Khaled, Muhammad Afaq, Ali Arshad Nasir +1Multi-Uav SystemsWireless Resource Allocation