CITYMPC: A Large-Scale Physics-Informed Benchmark and Tool for Generative Complete Multipath Wireless Channel Modeling
Fuente:
arXiv
Saved in:
| Main Authors: | Arun, Ashwin Natraj, Nickel, David R., Zhang, Yaguang, Xing, Yunchou, Chen, Jie, Ghosh, Amitava, Brinton, Christopher, Love, David J., Krogmeier, James V. |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Ambient IoT: Communications Enabling Precision Agriculture
by: Arun, Ashwin Natraj, et al.
Published: (2024)
by: Arun, Ashwin Natraj, et al.
Published: (2024)
Physics-Informed Generative Approaches for Wireless Channel Modeling
by: Wagle, Satyavrat, et al.
Published: (2025)
by: Wagle, Satyavrat, et al.
Published: (2025)
Constant Modulus Waveform Design with Space-Time Sidelobe Reduction for DFRC Systems
by: Lee, Byunghyun, et al.
Published: (2024)
by: Lee, Byunghyun, et al.
Published: (2024)
Dynamic and Robust Sensor Selection Strategies for Wireless Positioning with TOA/RSS Measurement
by: Oh, Myeung Suk, et al.
Published: (2023)
by: Oh, Myeung Suk, et al.
Published: (2023)
Learning-Based Two-Way Communications: Algorithmic Framework and Comparative Analysis
by: Nickel, David R., et al.
Published: (2025)
by: Nickel, David R., et al.
Published: (2025)
Fusing Channel and Sensor Measurements for Enhancing Predictive Beamforming in UAV-Assisted Massive MIMO Communications
by: Lee, Byunghyun, et al.
Published: (2023)
by: Lee, Byunghyun, et al.
Published: (2023)
Constant Modulus Waveform Design with Block-Level Interference Exploitation for DFRC Systems
by: Lee, Byunghyun, et al.
Published: (2023)
by: Lee, Byunghyun, et al.
Published: (2023)
Physics-based Generative Models for Geometrically Consistent and Interpretable Wireless Channel Synthesis
by: Wagle, Satyavrat, et al.
Published: (2025)
by: Wagle, Satyavrat, et al.
Published: (2025)
Deep Learning Aided Broadcast Codes with Feedback
by: Malayter, Jacqueline, et al.
Published: (2024)
by: Malayter, Jacqueline, et al.
Published: (2024)
Joint UAV Placement and Transceiver Design in Multi-User Wireless Relay Networks
by: Chou, Tzu-Hsuan, et al.
Published: (2025)
by: Chou, Tzu-Hsuan, et al.
Published: (2025)
Simulation-Driven Ensemble Machine Learning for Robust and Generalizable Path Loss Prediction
by: Mohamed, Ahmed P., et al.
Published: (2026)
by: Mohamed, Ahmed P., et al.
Published: (2026)
Coherence-Aware Distributed Learning under Heterogeneous Downlink Impairments
by: Karbalayghareh, Mehdi, et al.
Published: (2025)
by: Karbalayghareh, Mehdi, et al.
Published: (2025)
Complexity Reduction in Machine Learning-Based Wireless Positioning: Minimum Description Features
by: Oh, Myeung Suk, et al.
Published: (2024)
by: Oh, Myeung Suk, et al.
Published: (2024)
Minimum Description Feature Selection for Complexity Reduction in Machine Learning-based Wireless Positioning
by: Oh, Myeung Suk, et al.
Published: (2024)
by: Oh, Myeung Suk, et al.
Published: (2024)
Spatial-Division ISAC: A Practical Waveform Design Strategy via Null-Space Superimposition
by: Lee, Byunghyun, et al.
Published: (2024)
by: Lee, Byunghyun, et al.
Published: (2024)
Channel Estimation via Successive Denoising in MIMO OFDM Systems: A Reinforcement Learning Approach
by: Oh, Myeung Suk, et al.
Published: (2021)
by: Oh, Myeung Suk, et al.
Published: (2021)
Distributed Machine Learning Approach for Low-Latency Localization in Cell-Free Massive MIMO Systems
by: Kumar, Manish, et al.
Published: (2025)
by: Kumar, Manish, et al.
Published: (2025)
Machine Learning for Future Wireless Communications: Channel Prediction Perspectives
by: Kim, Hwanjin, et al.
Published: (2025)
by: Kim, Hwanjin, et al.
Published: (2025)
Simulation-Enhanced Data Augmentation for Machine Learning Pathloss Prediction
by: Mohamed, Ahmed P., et al.
Published: (2024)
by: Mohamed, Ahmed P., et al.
Published: (2024)
Multi-Agent Reinforcement Learning for Graph Discovery in D2D-Enabled Federated Learning
by: Wagle, Satyavrat, et al.
Published: (2025)
by: Wagle, Satyavrat, et al.
Published: (2025)
Urban Outdoor Propagation Measurements and Channel Models at 6.75 GHz FR1(C) and 16.95 GHz FR3 Upper Mid-Band Spectrum for 5G and 6G
by: Shakya, Dipankar, et al.
Published: (2024)
by: Shakya, Dipankar, et al.
Published: (2024)
Optimal RIS Placement in Multi-User MISO Systems with User Randomness
by: Rajasekaran, Abhishek, et al.
Published: (2025)
by: Rajasekaran, Abhishek, et al.
Published: (2025)
WiCo-MG: Wireless Channel Foundation Model for Multipath Generation via Synesthesia of Machines
by: Han, Zengrui, et al.
Published: (2025)
by: Han, Zengrui, et al.
Published: (2025)
Integrated Polarimetric Sensing and Communication with Polarization-Reconfigurable Arrays
by: Lee, Byunghyun, et al.
Published: (2025)
by: Lee, Byunghyun, et al.
Published: (2025)
THz Channels for Short-Range Mobile Networks: Multipath Channel Behavior and Human Body Shadowing Effects
by: Kim, Minseok, et al.
Published: (2024)
by: Kim, Minseok, et al.
Published: (2024)
Deep Broadcast Feedback Codes
by: Malayter, Jacqueline, et al.
Published: (2025)
by: Malayter, Jacqueline, et al.
Published: (2025)
Hybrid Fingerprint-based Positioning in Cell-Free Massive MIMO Systems
by: Kumar, Manish, et al.
Published: (2025)
by: Kumar, Manish, et al.
Published: (2025)
Multipath Channel Metrics and Detection in Vascular Molecular Communication: A Wireless-Inspired Perspective
by: Jakumeit, Timo, et al.
Published: (2026)
by: Jakumeit, Timo, et al.
Published: (2026)
SwinLSTM Autoencoder for Temporal-Spatial-Frequency Domain CSI Compression in Massive MIMO Systems
by: Saini, Aakash, et al.
Published: (2025)
by: Saini, Aakash, et al.
Published: (2025)
Effectiveness of Reconfigurable Intelligent Surface in Multipath Fading Channel
by: Hashim, Hasnul
Published: (2025)
by: Hashim, Hasnul
Published: (2025)
An Enhanced Dynamic Ray Tracing Architecture for Channel Prediction Based on Multipath Bidirectional Geometry and Field Extrapolation
by: Miao, Yinghe, et al.
Published: (2024)
by: Miao, Yinghe, et al.
Published: (2024)
A Decentralized Pilot Assignment Algorithm for Scalable O-RAN Cell-Free Massive MIMO
by: Oh, Myeung Suk, et al.
Published: (2023)
by: Oh, Myeung Suk, et al.
Published: (2023)
Error Analysis for Over-the-Air Federated Learning under Misaligned and Time-Varying Channels
by: Ma, Xiaoyan, et al.
Published: (2025)
by: Ma, Xiaoyan, et al.
Published: (2025)
Protecting Legacy Wireless Systems Against Interference: Precoding and Codebook Approaches Using Massive MIMO and Region Constraints
by: Mathad, Sameer, et al.
Published: (2025)
by: Mathad, Sameer, et al.
Published: (2025)
Domain Adaptation for DoA Estimation in Multipath Channels with Interferences
by: Bar, Amitay, et al.
Published: (2024)
by: Bar, Amitay, et al.
Published: (2024)
Experimental Analysis of Multipath Characteristics in Indoor Distributed Massive MIMO Channels
by: Xu, Yingjie, et al.
Published: (2025)
by: Xu, Yingjie, et al.
Published: (2025)
An RIS-enabled Time Reversal Scheme for Multipath Near-Field Channels
by: Nicolaides, Andreas, et al.
Published: (2024)
by: Nicolaides, Andreas, et al.
Published: (2024)
Tracking Time-Varying Multipath Channels forActive Sonar Applications
by: Koul, Ashwani, et al.
Published: (2026)
by: Koul, Ashwani, et al.
Published: (2026)
Near-Field Multipath MIMO Channel Model for Imperfect Surface Reflection
by: Delbari, Mohamadreza, et al.
Published: (2024)
by: Delbari, Mohamadreza, et al.
Published: (2024)
Physics-Informed Generative Modeling of Wireless Channels
by: Böck, Benedikt, et al.
Published: (2025)
by: Böck, Benedikt, et al.
Published: (2025)
Similar Items
-
Ambient IoT: Communications Enabling Precision Agriculture
by: Arun, Ashwin Natraj, et al.
Published: (2024) -
Physics-Informed Generative Approaches for Wireless Channel Modeling
by: Wagle, Satyavrat, et al.
Published: (2025) -
Constant Modulus Waveform Design with Space-Time Sidelobe Reduction for DFRC Systems
by: Lee, Byunghyun, et al.
Published: (2024) -
Dynamic and Robust Sensor Selection Strategies for Wireless Positioning with TOA/RSS Measurement
by: Oh, Myeung Suk, et al.
Published: (2023) -
Learning-Based Two-Way Communications: Algorithmic Framework and Comparative Analysis
by: Nickel, David R., et al.
Published: (2025)