Copertina

Explainable and Robust Millimeter Wave Beam Alignment for AI-Native 6G Networks

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Khan, Nasir, Abdallah, Asmaa, Celik, Abdulkadir, Eltawil, Ahmed M., Coleri, Sinem
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Signal Processing Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Causal Beam Selection for Reliable Initial Access in AI-driven Beam Management
di: Khan, Nasir, et al.
Pubblicazione: (2025)

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

Digital Twin-Assisted Explainable AI for Robust Beam Prediction in mmWave MIMO Systems
di: Khan, Nasir, et al.
Pubblicazione: (2025)

Near-Field Beam Prediction Using Far-Field Codebooks in Ultra-Massive MIMO Systems
di: Hussain, Ahmed, et al.
Pubblicazione: (2025)

Near-Field ISAC: Synergy of Dual-Purpose Codebooks and Space-Time Adaptive Processing
di: Hussain, Ahmed, et al.
Pubblicazione: (2025)

Joint Motion, Angle, and Range Estimation in Near-Field under Array Calibration Imperfections
di: Hussain, Ahmed, et al.
Pubblicazione: (2025)

Uniform Circular Arrays in Near-Field: Omnidirectional Coverage with Limited Capacity
di: Hussain, Ahmed, et al.
Pubblicazione: (2025)

Analyzing URA Geometry for Enhanced Spatial Multiplexing and Extended Near-Field Coverage
di: Hussain, Ahmed, et al.
Pubblicazione: (2025)

Array Geometry-Centric Axial Sidelobe Interference Analysis for Near-Field Multi-User MIMO
di: Hussain, Ahmed, et al.
Pubblicazione: (2026)

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

Spatial Degrees of Freedom in Near Field MIMO: Experimental Validation of Beamspace Perspective
di: Hussain, Ahmed, et al.
Pubblicazione: (2026)

Near Field Tapering with Slepian Window: Balancing the Range Angle Sidelobe Trade off
di: Hussain, Ahmed, et al.
Pubblicazione: (2025)

Analyzing URA Geometry for Enhanced Near-Field Beamfocusing and Spatial Degrees of Freedom
di: Hussain, Ahmed, et al.
Pubblicazione: (2026)

Sparse Array Design for Near-Field MU-MIMO: Reconfigurable Array Thinning Approach
di: Hussain, Ahmed, et al.
Pubblicazione: (2026)

Boosting Spectral Efficiency via Spatial Path Index Modulation in RIS-Aided mMIMO
di: Elbir, Ahmet M., et al.
Pubblicazione: (2026)

Millimeter-Wave Radar Beamforming with Spatial Path Index Modulation Communications
di: Elbir, Ahmet M., et al.
Pubblicazione: (2022)

Spatial Path Index Modulation in mmWave/THz-Band Integrated Sensing and Communications
di: Elbir, Ahmet M., et al.
Pubblicazione: (2023)

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

EVT-Based Generative AI for Tail-Aware Channel Estimation
di: Valiahdi, Parmida, et al.
Pubblicazione: (2026)

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

The Curse of Beam-Squint in ISAC: Causes, Implications, and Mitigation Strategies
di: Elbir, Ahmet M., et al.
Pubblicazione: (2024)

At the Dawn of Generative AI Era: A Tutorial-cum-Survey on New Frontiers in 6G Wireless Intelligence
di: Celik, Abdulkadir, et al.
Pubblicazione: (2024)

Near-field Hybrid Beamforming for Terahertz-band Integrated Sensing and Communications
di: Elbir, Ahmet M., et al.
Pubblicazione: (2023)

Hybrid Beamforming for Integrated Sensing and Communications With Low Resolution DACs
di: Elbir, Ahmet M., et al.
Pubblicazione: (2024)

Towards 6G Native-AI Edge Networks: A Semantic-Aware and Agentic Intelligence Paradigm
di: Feng, Chenyuan, et al.
Pubblicazione: (2025)

NetOrchLLM: Mastering Wireless Network Orchestration with Large Language Models
di: Abdallah, Asmaa, et al.
Pubblicazione: (2024)

A Wireless World Model for AI-Native 6G Networks
di: Chen, Ziqi, et al.
Pubblicazione: (2026)

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

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

Explainable Autoencoder Design for RSSI-Based Multi-User Beam Probing and Hybrid Precoding
di: Abdallah, Asmaa, et al.
Pubblicazione: (2025)

Diffusion Models for Wireless Transceivers: From Pilot-Efficient Channel Estimation to AI-Native 6G Receivers
di: Yang, Yuzhi, et al.
Pubblicazione: (2025)

Diffusion-Based Generative Priors for Efficient Beam Alignment in Directional Networks
di: Othman, Esraa Fahmy, et al.
Pubblicazione: (2026)

Millimeter-Wave Gesture Recognition in ISAC: Does Reducing Sensing Airtime Hamper Accuracy?
di: Struye, Jakob, et al.
Pubblicazione: (2026)

Index Modulation for Integrated Sensing and Communications: A Signal Processing Perspective
di: Elbir, Ahmet M., et al.
Pubblicazione: (2024)

Deep Learning-based Compressive Beam Alignment in mmWave Vehicular Systems
di: Wang, Yuyang, et al.
Pubblicazione: (2021)

Multivariate Extreme Value Theory Based Rate Selection for Ultra-Reliable Communications
di: Mehrnia, Niloofar, et al.
Pubblicazione: (2024)

Multivariate Extreme Value Theory Based Channel Modeling for Ultra-Reliable Communications
di: Mehrnia, Niloofar, et al.
Pubblicazione: (2024)

Extreme Value Theory Based Rate Selection for Ultra-Reliable Communications
di: Mehrnia, Niloofar, et al.
Pubblicazione: (2024)

Incorporation of Confidence Interval into Rate Selection Based on the Extreme Value Theory for Ultra-Reliable Communications
di: Mehrnia, Niloofar, et al.
Pubblicazione: (2024)

Millimeter Wave Radar-based Human Activity Recognition for Healthcare Monitoring Robot
di: Gu, Zhanzhong, et al.
Pubblicazione: (2024)