Image de couverture de livre

Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Ma, Mengyuan, Welgamage, Isuri, Alkhateeb, Ahmed, Swindlehurst, A. Lee, Juntti, Markku, Nguyen, Nhan Thanh
Format:	Preprint
Publié:	2026
Sujets:	Signal Processing
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Knowledge Distillation for Sensing-Assisted Long-Term Beam Tracking in mmWave Communications
par: Ma, Mengyuan, et autres
Publié: (2025)

Data-Free Knowledge Distillation for LiDAR-Aided Beam Tracking in MmWave Systems
par: Zakeri, Abolfazl, et autres
Publié: (2025)

Attention-Enhanced Learning for Sensing-Assisted Long-Term Beam Tracking in mmWave Communications
par: Ma, Mengyuan, et autres
Publié: (2025)

Constrained Multimodal Sensing-Aided Communications: A Dynamic Beamforming Design
par: Zakeri, Abolfazl, et autres
Publié: (2025)

AoI-Aware Machine Learning for Constrained Multimodal Sensing-Aided Communications
par: Zakeri, Abolfazl, et autres
Publié: (2025)

Switch-based Hybrid Beamforming Transceiver Design for Wideband Communications with Beam Squint
par: Ma, Mengyuan, et autres
Publié: (2022)

Knowledge Distillation for Collaborative Learning in Distributed Communications and Sensing
par: Nguyen, Nhan Thanh, et autres
Publié: (2026)

Deep Reinforcement Learning for Dynamic Sensing and Communications
par: Zakeri, Abolfazl, et autres
Publié: (2025)

Dynamic Joint Communications and Sensing Precoding Design: A Lyapunov Approach
par: Zakeri, Abolfazl, et autres
Publié: (2025)

Digital and Hybrid Precoding Designs in Massive MIMO with Low-Resolution ADCs
par: Ma, Mengyuan, et autres
Publié: (2024)

Deep Unfolding-Empowered MmWave Massive MIMO Joint Communications and Sensing
par: Nguyen, Nhan Thanh, et autres
Publié: (2024)

Joint Beamforming Design and Bit Allocation in Massive MIMO with Resolution-Adaptive ADCs
par: Ma, Mengyuan, et autres
Publié: (2024)

Hybrid Receiver Design for Massive MIMO-OFDM with Low-Resolution ADCs and Oversampling
par: Ma, Mengyuan, et autres
Publié: (2024)

Analysis of Oversampling in Uplink Massive MIMO-OFDM with Low-Resolution ADCs
par: Ma, Mengyuan, et autres
Publié: (2023)

Optimal ISAC Beamforming Structure and Efficient Algorithms for Sum Rate and CRLB Balancing
par: Fang, Tianyu, et autres
Publié: (2025)

Model-Based Machine Learning for Max-Min Fairness Beamforming Design in JCAS Systems
par: Ma, Mengyuan, et autres
Publié: (2024)

Corrections to "Computer Vision Aided mmWave Beam Alignment in V2X Communications"
par: Xu, Weihua, et autres
Publié: (2024)

Low-Complexity Cramér-Rao Lower Bound and Sum Rate Optimization in ISAC Systems
par: Fang, Tianyu, et autres
Publié: (2025)

Beamforming Design for Max-Min Fairness Performance Balancing in ISAC Systems
par: Fang, Tianyu, et autres
Publié: (2024)

Exploiting Symmetric Non-Convexity for Multi-Objective Symbol-Level DFRC Signal Design
par: Nguyen, Ly V., et autres
Publié: (2025)

Deep Reinforcement Learning for Hybrid RIS Assisted MIMO Communications
par: Tran, Phuong Nam, et autres
Publié: (2026)

Performance Analysis and Power Allocation for Massive MIMO ISAC Systems
par: Nguyen, Nhan Thanh, et autres
Publié: (2024)

RIS-Aided mmWave O-RAN: Coverage Extension and User Mobility Handling
par: Osman, Tawfik, et autres
Publié: (2025)

GPS-Aided Deep Learning for Beam Prediction and Tracking in UAV mmWave Communication
par: Nugroho, Vendi Ardianto, et autres
Publié: (2025)

Multi-Static Cell-Free Massive MIMO ISAC: Performance Analysis and Power Allocation
par: Nguyen, Nhan Thanh, et autres
Publié: (2024)

AI-Empowered Hybrid MIMO Beamforming
par: Shlezinger, Nir, et autres
Publié: (2023)

Channel Estimation for RIS-Aided MU-MIMO mmWave Systems with Practical Hybrid Architecture
par: Zhuo, Liuchang, et autres
Publié: (2025)

Positioning via Probabilistic Graphical Models in RIS-Aided Systems with Channel Estimation Errors
par: Tercas, Leonardo, et autres
Publié: (2025)

Deep Reinforcement Learning-Based Dynamic Resource Allocation in Cell-Free Massive MIMO
par: Tran, Phuong Nam, et autres
Publié: (2026)

Digital Twin Aided Millimeter Wave MIMO: Site-Specific Beam Codebook Learning
par: Luo, Hao, et autres
Publié: (2025)

Probabilistic Position-Aided Beam Selection for mmWave MIMO Systems
par: Chege, Joseph K., et autres
Publié: (2025)

Tri-Hybrid Beamforming Design for integrated Sensing and Communications
par: Fang, Tianyu, et autres
Publié: (2026)

Radar Rainbow Beams For Wideband mmWave Communication: Beam Training And Tracking
par: Zhou, Gui, et autres
Publié: (2024)

Sequential MAP Parametric OFDM Channel Estimation for Joint Sensing and Communication
par: Pinto, Enrique T. R., et autres
Publié: (2024)

System-Level Comparison of Multimodal and In-Band mmWave Sensing for Beam Prediction in 6G ISAC
par: Orimogunje, Abidemi, et autres
Publié: (2026)

Multi-Armed Bandit Dynamic Beam Zooming for mmWave Alignment and Tracking
par: Blinn, Nathan, et autres
Publié: (2022)

Successive Pose Estimation and Beam Tracking for mmWave Vehicular Communication Systems
par: Liu, Cen, et autres
Publié: (2023)

Multi-Modal Sensing Residual-Corrected GNN for mmWave Path Loss Prediction via Synesthesia of Machines
par: Lu, Mengyuan, et autres
Publié: (2026)

Segment-Wise Flow Matching for Vision-Aided mmWave V2I Beam Prediction
par: Zheng, Can, et autres
Publié: (2025)

Fast Beam Tracking for Reconfigurable Intelligent Surface Assisted Mobile mmWave Networks
par: Tian, Xiaowen, et autres
Publié: (2021)