High-Fidelity Radio Map Construction

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5 papers in the last 28 days · 0.1% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

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Wireless Resource AllocationMobile NetworksRadio FrequencyOpen Radio Access NetworksWireless Networks

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Period ending 2026-09-21

2 new papers

A weekly snapshot of new work published in High-Fidelity Radio Map Construction.

24 papers

Latest in High-Fidelity Radio Map Construction

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  1. 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

  2. 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

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

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

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

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

  5. 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

  6. 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

  7. 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

  8. 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

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

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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. PropSplat: Map-Free RF Field Reconstruction via 3D Gaussian Propagation Splatting

    May 8, 2026William Bjorndahl, Maninder Pal Singh, Farhad Nouri +1High-Fidelity Radio Map ConstructionRadio Frequency

  21. Learning the Channel Gain from Anywhere to Anywhere via Cross-environment Transformer Estimators

    May 6, 2026Prasenjit Dhara, Daniel RomeroJoint Channel EstimationHigh-Fidelity Radio Map Construction

  22. Accelerating Regularized Attention Kernel Regression for Spectrum Cartography

    Apr 28, 2026Liping Tao, Chee Wei TanHigh-Fidelity Radio Map ConstructionSpectral Preconditioning

  23. Learning Coverage- and Power-Optimal Transmitter Placement from City Maps: A Comparative Study of Direct and Indirect Neural Approaches

    Apr 23, 2026Çağkan YaparHigh-Fidelity Radio Map ConstructionOptimal Sensor Placement

  24. Improving Radio Interferometry Imaging by Explicitly Modeling Cross-Domain Consistency in Reconstruction

    Apr 18, 2026Kai Cheng, Ruoqi Wang, Qiong LuoImage ReconstructionHigh-Fidelity Radio Map Construction