Cover Image

EVT-Based Generative AI for Tail-Aware Channel Estimation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Valiahdi, Parmida, Mehrnia, Niloofar, Saad, Walid, Coleri, Sinem
Format:	Preprint
Published:	2026
Subjects:	Signal Processing Artificial Intelligence Systems and Control
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

GANs for EVT Based Model Parameter Estimation in Real-time Ultra-Reliable Communication
by: Valiahdi, Parmida, et al.
Published: (2024)

Wireless Channel Modeling Based on Extreme Value Theory for Ultra-Reliable Communications
by: Mehrnia, Niloofar, et al.
Published: (2020)

Non-Stationary Wireless Channel Modeling Approach Based on Extreme Value Theory for Ultra-Reliable Communications
by: Mehrnia, Niloofar, et al.
Published: (2021)

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)

Multivariate Extreme Value Theory Based Rate Selection for Ultra-Reliable Communications
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)

Safe Deep Reinforcement Learning for Resource Allocation with Peak Age of Information Violation Guarantees
by: Reyhan, Berire Gunes, et al.
Published: (2025)

Explainable AI-aided Feature Selection and Model Reduction for DRL-based V2X Resource Allocation
by: Khan, Nasir, et al.
Published: (2025)

Scalable Wi-Fi RSS-Based Indoor Localization via Automatic Vision-Assisted Calibration
by: Bilge, Abdulkadir, et al.
Published: (2025)

Standards-Compliant DM-RS Allocation via Temporal Channel Prediction for Massive MIMO Systems
by: Ryu, Sehyun, et al.
Published: (2025)

Causal Beam Selection for Reliable Initial Access in AI-driven Beam Management
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)

Carbon-Aware Orchestration of Integrated Satellite Aerial Terrestrial Networks via Digital Twin
by: Javaid, Shumaila, et al.
Published: (2025)

Joint Estimation of Sea State and Vessel Parameters Using a Mass-Spring-Damper Equivalence Model
by: Tiwari, Ranjeet K., et al.
Published: (2025)

Generative Modeling and Decision Fusion for Unknown Event Detection and Classification Using Synchrophasor Data
by: Hu, Yi, et al.
Published: (2025)

A Composite Fault Diagnosis Model for NPPs Based on Bayesian-EfficientNet Module
by: Li, Siwei, et al.
Published: (2024)

Diffusion Model Based Resource Allocation Strategy in Ultra-Reliable Wireless Networked Control Systems
by: Darabi, Amirhassan Babazadeh, et al.
Published: (2024)

Interpretable Attention-Based Multi-Agent PPO for Latency Spike Resolution in 6G RAN Slicing
by: Fatehi, Kavan, et al.
Published: (2026)

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids
by: Saber, Ahmad Mohammad, et al.
Published: (2026)

Energy-Aware Dynamic Neural Inference
by: Bullo, Marcello, et al.
Published: (2024)

Decentralized Time-Varying Optimization for Streaming Data via Temporal Weighting
by: Abrar, Muhammad Faraz Ul, et al.
Published: (2026)

Physics-informed generative neural networks for RF propagation prediction with application to indoor body perception
by: Fieramosca, Federica, et al.
Published: (2024)

LLM-Empowered Resource Allocation in Wireless Communications Systems
by: Lee, Woongsup, et al.
Published: (2024)

Dynamic Anchor Selection and Real-Time Pose Prediction for Ultra-wideband Tagless Gate
by: Choi, Junyoung, et al.
Published: (2024)

Adaptive Informed Deep Neural Networks for Power Flow Analysis
by: Kaseb, Zeynab, et al.
Published: (2024)

Constellation as a Service: Tailored Connectivity Management in Direct-Satellite-to-Device Networks
by: Wang, Feng, et al.
Published: (2025)

Advanced simulation-based predictive modelling for solar irradiance sensor farms
by: Risco-Martín, José L., et al.
Published: (2024)

Smart Sampling Strategies for Wireless Industrial Data Acquisition
by: Soto, Marcos
Published: (2025)

AI-Based KPI Prediction Methods in Future 6G Networks: A Survey
by: Mehrnia, Niloofar, et al.
Published: (2026)

Knowledge Transfer based Evolutionary Deep Neural Network for Intelligent Fault Diagnosis
by: Sharma, Arun K., et al.
Published: (2021)

Deficient Excitation in Parameter Learning
by: Cao, Ganghui, et al.
Published: (2025)

Domain Adaptation-Enabled Realistic Map-Based Channel Estimation for MIMO-OFDM
by: Hoang, Thien Hieu, et al.
Published: (2025)

Secure Hierarchical Federated Learning in Vehicular Networks Using Dynamic Client Selection and Anomaly Detection
by: HaghighiFard, M. Saeid, et al.
Published: (2024)

Improving Generative Inverse Design of Rectangular Patch Antennas with Test Time Optimization
by: LaBash, Beck, et al.
Published: (2025)

Data-Driven Ground-Fault Location Method in Distribution Power System With Distributed Generation
by: Caporuscio, Mauro, et al.
Published: (2024)

Coherent Load Profile Synthesis with Conditional Diffusion for LV Distribution Network Scenario Generation
by: Brash, Alistair, et al.
Published: (2025)

A Neural Network-Based Real-time Casing Collar Recognition System for Downhole Instruments
by: Xiao, Si-Yu, et al.
Published: (2025)

A Baseline Mobility-Aware IRS-Assisted Uplink Framework With Energy-Detection-Based Channel Allocation
by: Rahimian, Ardavan
Published: (2026)

Estimating Human Muscular Fatigue in Dynamic Collaborative Robotic Tasks with Learning-Based Models
by: Kiki, Feras, et al.
Published: (2026)