Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach
Fuente:
arXiv
Saved in:
| Main Authors: | Hussain, Mohammad, Adibag, Maedeh, Gurer, Dilara, Kalem, Gokhan, Serin, Kerim, Coleri, Sinem |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Non-Stationary Wireless Channel Modeling Approach Based on Extreme Value Theory for Ultra-Reliable Communications
by: Mehrnia, Niloofar, et al.
Published: (2021)
by: Mehrnia, Niloofar, et al.
Published: (2021)
Wireless Channel Modeling Based on Extreme Value Theory for Ultra-Reliable Communications
by: Mehrnia, Niloofar, et al.
Published: (2020)
by: Mehrnia, Niloofar, et al.
Published: (2020)
Multivariate Extreme Value Theory Based Rate Selection for Ultra-Reliable Communications
by: Mehrnia, Niloofar, et al.
Published: (2024)
by: Mehrnia, Niloofar, et al.
Published: (2024)
Multivariate Extreme Value Theory Based Channel Modeling for Ultra-Reliable Communications
by: Mehrnia, Niloofar, et al.
Published: (2024)
by: Mehrnia, Niloofar, et al.
Published: (2024)
Extreme Value Theory Based Rate Selection for Ultra-Reliable Communications
by: Mehrnia, Niloofar, et al.
Published: (2024)
by: Mehrnia, Niloofar, et al.
Published: (2024)
Incorporation of Confidence Interval into Rate Selection Based on the Extreme Value Theory for Ultra-Reliable Communications
by: Mehrnia, Niloofar, et al.
Published: (2024)
by: Mehrnia, Niloofar, et al.
Published: (2024)
Performance Analysis of OTSM under Hardware Impairments and Imperfect CSI
by: Doosti-Aref, Abed, et al.
Published: (2023)
by: Doosti-Aref, Abed, et al.
Published: (2023)
Safe Deep Reinforcement Learning for Resource Allocation with Peak Age of Information Violation Guarantees
by: Reyhan, Berire Gunes, et al.
Published: (2025)
by: Reyhan, Berire Gunes, et al.
Published: (2025)
GANs for EVT Based Model Parameter Estimation in Real-time Ultra-Reliable Communication
by: Valiahdi, Parmida, et al.
Published: (2024)
by: Valiahdi, Parmida, et al.
Published: (2024)
Scalable Wi-Fi RSS-Based Indoor Localization via Automatic Vision-Assisted Calibration
by: Bilge, Abdulkadir, et al.
Published: (2025)
by: Bilge, Abdulkadir, et al.
Published: (2025)
Teacher-Student Learning based Low Complexity Relay Selection in Wireless Powered Communications
by: Onalan, Aysun Gurur, et al.
Published: (2024)
by: Onalan, Aysun Gurur, et al.
Published: (2024)
EVT-Based Generative AI for Tail-Aware Channel Estimation
by: Valiahdi, Parmida, et al.
Published: (2026)
by: Valiahdi, Parmida, et al.
Published: (2026)
Explainable AI-aided Feature Selection and Model Reduction for DRL-based V2X Resource Allocation
by: Khan, Nasir, et al.
Published: (2025)
by: Khan, Nasir, et al.
Published: (2025)
Explainable and Robust Millimeter Wave Beam Alignment for AI-Native 6G Networks
by: Khan, Nasir, et al.
Published: (2025)
by: Khan, Nasir, et al.
Published: (2025)
Causal Beam Selection for Reliable Initial Access in AI-driven Beam Management
by: Khan, Nasir, et al.
Published: (2025)
by: Khan, Nasir, et al.
Published: (2025)
On the Performance of Unmanned Aerial Vehicles with MIMO VLC
by: Zarini, Hosein, et al.
Published: (2024)
by: Zarini, Hosein, et al.
Published: (2024)
A Multi-Scale Feature Extraction and Fusion UNet for Pathloss Prediction in UAV-Assisted mmWave Radio Networks
by: Hussain, Sajjad
Published: (2025)
by: Hussain, Sajjad
Published: (2025)
AI for CSI Prediction in 5G-Advanced and Beyond
by: Jiang, Chengyong, et al.
Published: (2025)
by: Jiang, Chengyong, et al.
Published: (2025)
Low-Overhead CSI Prediction via Gaussian Process Regression
by: Shah, Syed Luqman, et al.
Published: (2025)
by: Shah, Syed Luqman, et al.
Published: (2025)
CRS-LLM: Cooperative Beam Prediction with a GPT-Style Backbone and Switch-Gated Fusion
by: Li, Fangzhi, et al.
Published: (2026)
by: Li, Fangzhi, et al.
Published: (2026)
Enhancing WiFi CSI Fingerprinting: A Deep Auxiliary Learning Approach
by: Huang, Yong, et al.
Published: (2025)
by: Huang, Yong, et al.
Published: (2025)
CSI-BERT2: A BERT-inspired Framework for Efficient CSI Prediction and Classification in Wireless Communication and Sensing
by: Zhao, Zijian, et al.
Published: (2024)
by: Zhao, Zijian, et al.
Published: (2024)
Multi-task Learning-based Joint CSI Prediction and Predictive Transmitter Selection for Security
by: Kotwal, Shashi Bhushan, et al.
Published: (2024)
by: Kotwal, Shashi Bhushan, et al.
Published: (2024)
CSI Prediction Using Diffusion Models
by: Sattari, Mehdi, et al.
Published: (2025)
by: Sattari, Mehdi, et al.
Published: (2025)
SNR and Resource Adaptive Deep JSCC for Distributed IoT Image Classification
by: Waqas, Ali, et al.
Published: (2025)
by: Waqas, Ali, et al.
Published: (2025)
Hiding Secrets in the CSI Quotient: A Robust Wi-Fi CSI Steganography System
by: Guo, Jiamu, et al.
Published: (2026)
by: Guo, Jiamu, et al.
Published: (2026)
An Efficient Network with Novel Quantization Designed for Massive MIMO CSI Feedback
by: Sun, Xinran, et al.
Published: (2024)
by: Sun, Xinran, et al.
Published: (2024)
Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback
by: Dong, Yanjie, et al.
Published: (2025)
by: Dong, Yanjie, et al.
Published: (2025)
Can Wireless Environmental Information Decrease Pilot Overhead: A CSI Prediction Example
by: Shi, Lianzheng, et al.
Published: (2024)
by: Shi, Lianzheng, et al.
Published: (2024)
A Radio Map Approach for Reduced Pilot CSI Tracking in Massive MIMO Networks
by: Zheng, Yuanshuai, et al.
Published: (2024)
by: Zheng, Yuanshuai, et al.
Published: (2024)
RIS-Assisted NOMA with Partial CSI and Mutual Coupling: A Machine Learning Approach
by: Peng, Bile, et al.
Published: (2025)
by: Peng, Bile, et al.
Published: (2025)
RIS-Aided Covert Communications with Statistical CSI: A Multiport Network Theory Approach
by: Abrardo, Andrea, et al.
Published: (2024)
by: Abrardo, Andrea, et al.
Published: (2024)
Digital Twin Channel-Aided CSI Prediction: An Environment-Based Subspace Extraction Approach for Achieving Low Overhead and High Robustness
by: Cai, Yichen, et al.
Published: (2025)
by: Cai, Yichen, et al.
Published: (2025)
A Cylindrical Nanowire Array-Based Flexure-FET Receiver for Molecular Communication
by: Aktas, Dilara, et al.
Published: (2025)
by: Aktas, Dilara, et al.
Published: (2025)
Context-Aware CSI Prediction for Access Point Selection Utilizing Conditional VAEs
by: Weißer, Franz, et al.
Published: (2026)
by: Weißer, Franz, et al.
Published: (2026)
Enhancing 6G Wireless Intelligence: Do LLMs Work for CSI Prediction?
by: Kazemian, Mohsen, et al.
Published: (2026)
by: Kazemian, Mohsen, et al.
Published: (2026)
Plug-in UL-CSI-Assisted Precoder Upsampling Approach in Cellular FDD Systems
by: Lin, Yu-Chien, et al.
Published: (2024)
by: Lin, Yu-Chien, et al.
Published: (2024)
Resilient Signal Reflection under CSI Perturbations: A Robust Approach for Secure RIS Communication
by: Shamsi, Mahdi, et al.
Published: (2025)
by: Shamsi, Mahdi, et al.
Published: (2025)
CSI-RFF: Leveraging Micro-Signals on CSI for RF Fingerprinting of Commodity WiFi
by: Kong, Ruiqi, et al.
Published: (2026)
by: Kong, Ruiqi, et al.
Published: (2026)
Robust Resource Allocation for Pinching-Antenna Systems under Imperfect CSI
by: Zeng, Ming, et al.
Published: (2025)
by: Zeng, Ming, et al.
Published: (2025)
Similar Items
-
Non-Stationary Wireless Channel Modeling Approach Based on Extreme Value Theory for Ultra-Reliable Communications
by: Mehrnia, Niloofar, et al.
Published: (2021) -
Wireless Channel Modeling Based on Extreme Value Theory for Ultra-Reliable Communications
by: Mehrnia, Niloofar, et al.
Published: (2020) -
Multivariate Extreme Value Theory Based Rate Selection for Ultra-Reliable Communications
by: Mehrnia, Niloofar, et al.
Published: (2024) -
Multivariate Extreme Value Theory Based Channel Modeling for Ultra-Reliable Communications
by: Mehrnia, Niloofar, et al.
Published: (2024) -
Extreme Value Theory Based Rate Selection for Ultra-Reliable Communications
by: Mehrnia, Niloofar, et al.
Published: (2024)