Continual Learning for Wireless Channel Prediction
Fuente:
arXiv
Saved in:
| Main Authors: | Mohsin, Muhammad Ahmed, Umer, Muhammad, Bilal, Ahsan, Jamshed, Muhammad Ali, Cioffi, John M. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Neural Gaussian Radio Fields for Channel Estimation
by: Umer, Muhammad, et al.
Published: (2025)
by: Umer, Muhammad, et al.
Published: (2025)
Artificial Intelligence, Ambient Backscatter Communication and Non-Terrestrial Networks: A 6G Commixture
by: Jamshed, Muhammad Ali, et al.
Published: (2025)
by: Jamshed, Muhammad Ali, et al.
Published: (2025)
TeraRIS NOMA-MIMO Communications for 6G and Beyond Industrial Networks
by: Raza, Ali, et al.
Published: (2025)
by: Raza, Ali, et al.
Published: (2025)
Retrieval Augmented Generation with Multi-Modal LLM Framework for Wireless Environments
by: Mohsin, Muhammad Ahmed, et al.
Published: (2025)
by: Mohsin, Muhammad Ahmed, et al.
Published: (2025)
Intelligent Spectrum Sharing in Integrated TN-NTNs: A Hierarchical Deep Reinforcement Learning Approach
by: Umer, Muhammad, et al.
Published: (2025)
by: Umer, Muhammad, et al.
Published: (2025)
AI Enabled 6G for Semantic Metaverse: Prospects, Challenges and Solutions for Future Wireless VR
by: Mohsin, Muhammad Ahmed, et al.
Published: (2025)
by: Mohsin, Muhammad Ahmed, et al.
Published: (2025)
Performance Analysis of Traditional and Network Coded Transmission in Infrastructure-less Multi-hop Wireless Networks
by: Ali, Muhammad, et al.
Published: (2024)
by: Ali, Muhammad, et al.
Published: (2024)
Meta-Reinforcement Learning for Fast and Data-Efficient Spectrum Allocation in Dynamic Wireless Networks
by: Giwa, Oluwaseyi, et al.
Published: (2025)
by: Giwa, Oluwaseyi, et al.
Published: (2025)
RCD-IoT: Enabling Industrial Monitoring and Control with Resource-Constrained Devices UnderHigh Packet Transmission Rates
by: Abid, Ayesha, et al.
Published: (2025)
by: Abid, Ayesha, et al.
Published: (2025)
Non-Terrestrial Networks for 6G: Integrated, Intelligent and Ubiquitous Connectivity
by: Jamshed, Muhammad Ali, et al.
Published: (2024)
by: Jamshed, Muhammad Ali, et al.
Published: (2024)
Canonical Optimization for MIMO MAC Design
by: Umer, Muhammad, et al.
Published: (2026)
by: Umer, Muhammad, et al.
Published: (2026)
Wireless Resource Management in Intelligent Semantic Communication Networks
by: Xia, Le, et al.
Published: (2022)
by: Xia, Le, et al.
Published: (2022)
The Syntactic-Semantic Internet:Engineering Infrastructures for Autonomous Systems
by: Tatipamula, Mallik, et al.
Published: (2026)
by: Tatipamula, Mallik, et al.
Published: (2026)
Towards Green Connectivity: An AI-Driven Mesh Architecture for Sustainable and Scalable Wireless Networks
by: Mohsin, Muhammad Ahmed, et al.
Published: (2026)
by: Mohsin, Muhammad Ahmed, et al.
Published: (2026)
An Efficient Wireless Channel Estimation Model for Environment Sensing
by: Zaidi, Zainab, et al.
Published: (2024)
by: Zaidi, Zainab, et al.
Published: (2024)
The Role of ISAC in 6G Networks: Enabling Next-Generation Wireless Systems
by: Qaisar, Muhammad Umar Farooq, et al.
Published: (2025)
by: Qaisar, Muhammad Umar Farooq, et al.
Published: (2025)
Comprehensive Analysis of Cellular Uplink Performance in a Dense Stadium Deployment
by: Shuvo, S. M. Haider Ali, et al.
Published: (2026)
by: Shuvo, S. M. Haider Ali, et al.
Published: (2026)
Probabilistic On-Demand Charging Scheduling for ISAC-Assisted WRSNs with Multiple Mobile Charging Vehicles
by: Qaisar, Muhammad Umar Farooq, et al.
Published: (2024)
by: Qaisar, Muhammad Umar Farooq, et al.
Published: (2024)
Scalable Air-to-Ground Wireless Channel Modeling Using Environmental Context and Generative Diffusion
by: Tian, Jingyi, et al.
Published: (2026)
by: Tian, Jingyi, et al.
Published: (2026)
OpenAirLink: Reproducible Wireless Channel Emulation using Software Defined Radios
by: Deshpande, Yash, et al.
Published: (2024)
by: Deshpande, Yash, et al.
Published: (2024)
Blockchain-enabled Clustered and Scalable Federated Learning (BCS-FL) Framework in UAV Networks
by: Hafeez, Sana, et al.
Published: (2024)
by: Hafeez, Sana, et al.
Published: (2024)
Accelerating Ray Tracing-Based Wireless Channels Generation for Real-Time Network Digital Twins
by: Modesto, Cláudio, et al.
Published: (2025)
by: Modesto, Cláudio, et al.
Published: (2025)
UAV-Assisted Wireless Communications: An Experimental Analysis of A2G and G2A Channels
by: Shafafi, Kamran, et al.
Published: (2023)
by: Shafafi, Kamran, et al.
Published: (2023)
An Urban Multi-Operator QoE-Aware Dataset for Cellular Networks in Dense Environments
by: Kabeer, Muhammad, et al.
Published: (2025)
by: Kabeer, Muhammad, et al.
Published: (2025)
Dynamical ON-OFF Control with Trajectory Prediction for Multi-RIS Wireless Networks
by: Wang, Kaining, et al.
Published: (2025)
by: Wang, Kaining, et al.
Published: (2025)
A Predictive and Preventive Digital Twin Framework for Indoor Wireless Networks
by: Chen, Jiunn-Tsair
Published: (2026)
by: Chen, Jiunn-Tsair
Published: (2026)
Indoor Sharing in the Mid-Band: A Performance Study of Neutral-Host, Cellular Macro, and Wi-Fi
by: Palathinkal, Joshua Roy, et al.
Published: (2025)
by: Palathinkal, Joshua Roy, et al.
Published: (2025)
Memory-Augmented Generative AI for Real-time Wireless Prediction in Dynamic Industrial Environments
by: Gulia, Rahul, et al.
Published: (2025)
by: Gulia, Rahul, et al.
Published: (2025)
An Overview of Intelligent Meta-surfaces for 6G and Beyond: Opportunities, Trends, and Challenges
by: Katwe, Mayur, et al.
Published: (2024)
by: Katwe, Mayur, et al.
Published: (2024)
Deep Reinforcement Learning for Multi-flow Routing in Heterogeneous Wireless Networks
by: Kim, Brian, et al.
Published: (2025)
by: Kim, Brian, et al.
Published: (2025)
Reasoning Meets Representation: Envisioning Neuro-Symbolic Wireless Foundation Models
by: Fontaine, Jaron, et al.
Published: (2025)
by: Fontaine, Jaron, et al.
Published: (2025)
Against the Monolithic Wireless World Model: Why NextG Needs Composable and Agentic Intelligence
by: Djuhera, Aladin, et al.
Published: (2026)
by: Djuhera, Aladin, et al.
Published: (2026)
WirelessBench: A Tolerance-Aware LLM Agent Benchmark for Wireless Network Intelligence
by: Tong, Jingwen, et al.
Published: (2026)
by: Tong, Jingwen, et al.
Published: (2026)
Evaluating Smartphone GNSS Accuracy for Geofenced 6 GHz Operations
by: Palathinkal, Joshua Roy, et al.
Published: (2026)
by: Palathinkal, Joshua Roy, et al.
Published: (2026)
Enhancing Vehicular Platooning with Wireless Federated Learning: A Resource-Aware Control Framework
by: Wu, Beining, et al.
Published: (2025)
by: Wu, Beining, et al.
Published: (2025)
Is Wireless Bad for Consensus in Blockchain?
by: Kim, Seungmo
Published: (2024)
by: Kim, Seungmo
Published: (2024)
Air-to-Air Channel Characterization for UAV Communications at 3.4 GHz
by: Gürses, Anıl, et al.
Published: (2026)
by: Gürses, Anıl, et al.
Published: (2026)
Mixture of Experts for Decentralized Generative AI and Reinforcement Learning in Wireless Networks: A Comprehensive Survey
by: Xu, Yunting, et al.
Published: (2025)
by: Xu, Yunting, et al.
Published: (2025)
Opportunistic Scheduling Using Statistical Information of Wireless Channels
by: Gu, Zhouyou, et al.
Published: (2024)
by: Gu, Zhouyou, et al.
Published: (2024)
Hierarchical Deep Reinforcement Learning for Adaptive Resource Management in Integrated Terrestrial and Non-Terrestrial Networks
by: Mohsin, Muhammad Ahmed, et al.
Published: (2025)
by: Mohsin, Muhammad Ahmed, et al.
Published: (2025)
Similar Items
-
Neural Gaussian Radio Fields for Channel Estimation
by: Umer, Muhammad, et al.
Published: (2025) -
Artificial Intelligence, Ambient Backscatter Communication and Non-Terrestrial Networks: A 6G Commixture
by: Jamshed, Muhammad Ali, et al.
Published: (2025) -
TeraRIS NOMA-MIMO Communications for 6G and Beyond Industrial Networks
by: Raza, Ali, et al.
Published: (2025) -
Retrieval Augmented Generation with Multi-Modal LLM Framework for Wireless Environments
by: Mohsin, Muhammad Ahmed, et al.
Published: (2025) -
Intelligent Spectrum Sharing in Integrated TN-NTNs: A Hierarchical Deep Reinforcement Learning Approach
by: Umer, Muhammad, et al.
Published: (2025)