Radio Map Prediction from Noisy Environment Information and Sparse Observations
Fuente:
arXiv
Saved in:
| Main Authors: | Jaensch, Fabian, Yapar, Çağkan, Caire, Giuseppe, Demir, Begüm |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Beam Index Map Prediction in Unseen Environments from Geospatial Data
by: Jaensch, Fabian, et al.
Published: (2025)
by: Jaensch, Fabian, et al.
Published: (2025)
Radio Map Prediction from Aerial Images and Application to Coverage Optimization
by: Jaensch, Fabian, et al.
Published: (2024)
by: Jaensch, Fabian, et al.
Published: (2024)
Radio Map Estimation -- An Open Dataset with Directive Transmitter Antennas and Initial Experiments
by: Jaensch, Fabian, et al.
Published: (2024)
by: Jaensch, Fabian, et al.
Published: (2024)
Dataset of Pathloss and ToA Radio Maps With Localization Application
by: Yapar, Çağkan, et al.
Published: (2022)
by: Yapar, Çağkan, et al.
Published: (2022)
Learning Coverage- and Power-Optimal Transmitter Placement from Building Maps: A Comparative Study of Direct and Indirect Neural Approaches
by: Yapar, Çağkan
Published: (2026)
by: Yapar, Çağkan
Published: (2026)
The First Indoor Pathloss Radio Map Prediction Challenge
by: Bakirtzis, Stefanos, et al.
Published: (2025)
by: Bakirtzis, Stefanos, et al.
Published: (2025)
Distributed Beam Alignment in sub-THz D2D Networks
by: Pedraza, Fernando, et al.
Published: (2024)
by: Pedraza, Fernando, et al.
Published: (2024)
Empowering Wireless Network Applications with Deep Learning-based Radio Propagation Models
by: Bakirtzis, Stefanos, et al.
Published: (2024)
by: Bakirtzis, Stefanos, et al.
Published: (2024)
A Tutorial on Learning-Based Radio Map Construction: Data, Paradigms, and Physics-Awareness
by: Wang, Xiucheng, et al.
Published: (2026)
by: Wang, Xiucheng, et al.
Published: (2026)
Bilinear Subspace Variational Bayesian Inference for Joint Scattering Environment Sensing and Data Recovery in ISAC Systems
by: Liu, An, et al.
Published: (2025)
by: Liu, An, et al.
Published: (2025)
DF-3DRME: A Data-Friendly Learning Framework for 3D Radio Map Estimation based on Super-Resolution Technique
by: Zhu, Lin, et al.
Published: (2026)
by: Zhu, Lin, et al.
Published: (2026)
Two-Stage Radio Map Construction with Real Environments and Sparse Measurements
by: Wang, Yifan, et al.
Published: (2024)
by: Wang, Yifan, et al.
Published: (2024)
Sparse Bayesian Learning-Based Hierarchical Construction for 3D Radio Environment Maps Incorporating Channel Shadowing
by: Jie, Wang, et al.
Published: (2024)
by: Jie, Wang, et al.
Published: (2024)
User-Centric Cell-Free Wireless Networks for 6G: Communication Theoretic Models and Research Challenges
by: Göttsch, Fabian, et al.
Published: (2024)
by: Göttsch, Fabian, et al.
Published: (2024)
RadioPiT: Radio Map Generation with Pixel Transformer Driven by Ultra-Sparse Real-World Data
by: Sun, Zeyao, et al.
Published: (2025)
by: Sun, Zeyao, et al.
Published: (2025)
OctCGS: Octree-Contextual Gaussian Splatting with Explicit Multi-Order Propagation Modeling for Channel Knowledge Map Construction
by: Zhang, Jinghan, et al.
Published: (2026)
by: Zhang, Jinghan, et al.
Published: (2026)
TransfoREM: Transformer aided 3D Radio Environment Mapping
by: Reddy, Gautham, et al.
Published: (2026)
by: Reddy, Gautham, et al.
Published: (2026)
Multiple Source Localization via Local Radio Map Construction in Urban Environments
by: Zhang, Qilu, et al.
Published: (2025)
by: Zhang, Qilu, et al.
Published: (2025)
Codebook Design and Baseband Precoding for Pragmatic Array-Fed RIS Hybrid Multiuser MIMO
by: Tiwari, Krishan Kumar, et al.
Published: (2026)
by: Tiwari, Krishan Kumar, et al.
Published: (2026)
A New Old Idea: Beam-Steering Reflectarrays for Efficient Sub-THz Multiuser MIMO
by: Tiwari, Krishan Kumar, et al.
Published: (2023)
by: Tiwari, Krishan Kumar, et al.
Published: (2023)
Power Transfer between Two Antenna Arrays in the Near Field
by: Tiwari, Krishan Kumar, et al.
Published: (2023)
by: Tiwari, Krishan Kumar, et al.
Published: (2023)
Flat-Top Beamforming with Efficient Array-Fed RIS
by: Tiwari, Krishan Kumar, et al.
Published: (2025)
by: Tiwari, Krishan Kumar, et al.
Published: (2025)
Fairness Scheduling in User-Centric Cell-Free Massive MIMO Wireless Networks
by: Göttsch, Fabian, et al.
Published: (2023)
by: Göttsch, Fabian, et al.
Published: (2023)
Optimizing Fronthaul Quantization for Flexible User Load in Cell-Free Massive MIMO
by: Göttsch, Fabian, et al.
Published: (2025)
by: Göttsch, Fabian, et al.
Published: (2025)
Near-Field 3D Localization and MIMO Channel Estimation with Sub-Connected Planar Arrays
by: Zhi, Kangda, et al.
Published: (2025)
by: Zhi, Kangda, et al.
Published: (2025)
Interference Mitigation in LEO Constellations with Limited Radio Environment Information
by: Caceres, Fernando Moya, et al.
Published: (2024)
by: Caceres, Fernando Moya, et al.
Published: (2024)
Mitigating the Impact of Location Uncertainty on Radio Map-Based Predictive Rate Selection via Noisy-Input Gaussian Process
by: Sato, Koya
Published: (2025)
by: Sato, Koya
Published: (2025)
Radio Map Assisted Approach for Interference-Aware Predictive UAV Communications
by: Li, Bowen, et al.
Published: (2024)
by: Li, Bowen, et al.
Published: (2024)
ReVeal: A Physics-Informed Neural Network for High-Fidelity Radio Environment Mapping
by: Shahid, Mukaram, et al.
Published: (2025)
by: Shahid, Mukaram, et al.
Published: (2025)
On the Outage Probability of Multiuser Multiple Antenna Systems with Non-Orthogonal Multiple Access for Air-Ground Communications
by: Gürbüz, Ayten, et al.
Published: (2025)
by: Gürbüz, Ayten, et al.
Published: (2025)
Robust mmWave/sub-THz multi-connectivity using minimal coordination and coarse synchronization
by: Miretti, Lorenzo, et al.
Published: (2023)
by: Miretti, Lorenzo, et al.
Published: (2023)
TGPP: Trajectory-Guided Plug-and-Play Priors for Sparse Radio Map Reconstruction
by: Zhang, Jiawen, et al.
Published: (2026)
by: Zhang, Jiawen, et al.
Published: (2026)
RMTransformer: Accurate Radio Map Construction and Coverage Prediction
by: Li, Yuxuan, et al.
Published: (2025)
by: Li, Yuxuan, et al.
Published: (2025)
Discrete Codebook Design for Self-interference Suppression in mmWave ISAC
by: Chai, Guang, et al.
Published: (2025)
by: Chai, Guang, et al.
Published: (2025)
Diffusion Inpainting MIMO-OFDM Channels with Limited Noisy Observations
by: Zhou, Weijie, et al.
Published: (2026)
by: Zhou, Weijie, et al.
Published: (2026)
A Deep Unfolding-Based Scalarization Approach for Power Control in D2D Networks
by: Hauffen, Jan Christian, et al.
Published: (2024)
by: Hauffen, Jan Christian, et al.
Published: (2024)
A Modular Pragmatic Architecture for Multiuser MIMO with Array-Fed RIS
by: Tiwari, Krishan Kumar, et al.
Published: (2024)
by: Tiwari, Krishan Kumar, et al.
Published: (2024)
TransPathNet: A Novel Two-Stage Framework for Indoor Radio Map Prediction
by: Li, Xin, et al.
Published: (2025)
by: Li, Xin, et al.
Published: (2025)
Exploiting Dynamic Sparsity for Near-Field Spatial Non-Stationary XL-MIMO Channel Tracking
by: Xu, Wenkang, et al.
Published: (2024)
by: Xu, Wenkang, et al.
Published: (2024)
Flexible Intelligent Metasurface for Reconfiguring Radio Environments
by: Hu, Hanwen, et al.
Published: (2025)
by: Hu, Hanwen, et al.
Published: (2025)
Similar Items
-
Beam Index Map Prediction in Unseen Environments from Geospatial Data
by: Jaensch, Fabian, et al.
Published: (2025) -
Radio Map Prediction from Aerial Images and Application to Coverage Optimization
by: Jaensch, Fabian, et al.
Published: (2024) -
Radio Map Estimation -- An Open Dataset with Directive Transmitter Antennas and Initial Experiments
by: Jaensch, Fabian, et al.
Published: (2024) -
Dataset of Pathloss and ToA Radio Maps With Localization Application
by: Yapar, Çağkan, et al.
Published: (2022) -
Learning Coverage- and Power-Optimal Transmitter Placement from Building Maps: A Comparative Study of Direct and Indirect Neural Approaches
by: Yapar, Çağkan
Published: (2026)