Knowledge Distillation for Sensing-Assisted Long-Term Beam Tracking in mmWave Communications
Fuente:
arXiv
Saved in:
| Main Authors: | Ma, Mengyuan, Nguyen, Nhan Thanh, Shlezinger, Nir, Eldar, Yonina C., Swindlehurst, A. Lee, Juntti, Markku |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Attention-Enhanced Learning for Sensing-Assisted Long-Term Beam Tracking in mmWave Communications
by: Ma, Mengyuan, et al.
Published: (2025)
by: Ma, Mengyuan, et al.
Published: (2025)
Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking
by: Ma, Mengyuan, et al.
Published: (2026)
by: Ma, Mengyuan, et al.
Published: (2026)
Knowledge Distillation for Collaborative Learning in Distributed Communications and Sensing
by: Nguyen, Nhan Thanh, et al.
Published: (2026)
by: Nguyen, Nhan Thanh, et al.
Published: (2026)
Deep Unfolding-Empowered MmWave Massive MIMO Joint Communications and Sensing
by: Nguyen, Nhan Thanh, et al.
Published: (2024)
by: Nguyen, Nhan Thanh, et al.
Published: (2024)
AI-Empowered Hybrid MIMO Beamforming
by: Shlezinger, Nir, et al.
Published: (2023)
by: Shlezinger, Nir, et al.
Published: (2023)
Data-Free Knowledge Distillation for LiDAR-Aided Beam Tracking in MmWave Systems
by: Zakeri, Abolfazl, et al.
Published: (2025)
by: Zakeri, Abolfazl, et al.
Published: (2025)
Switch-based Hybrid Beamforming Transceiver Design for Wideband Communications with Beam Squint
by: Ma, Mengyuan, et al.
Published: (2022)
by: Ma, Mengyuan, et al.
Published: (2022)
Optimal ISAC Beamforming Structure and Efficient Algorithms for Sum Rate and CRLB Balancing
by: Fang, Tianyu, et al.
Published: (2025)
by: Fang, Tianyu, et al.
Published: (2025)
Model-Based Machine Learning for Max-Min Fairness Beamforming Design in JCAS Systems
by: Ma, Mengyuan, et al.
Published: (2024)
by: Ma, Mengyuan, et al.
Published: (2024)
Digital and Hybrid Precoding Designs in Massive MIMO with Low-Resolution ADCs
by: Ma, Mengyuan, et al.
Published: (2024)
by: Ma, Mengyuan, et al.
Published: (2024)
Deep Reinforcement Learning for Hybrid RIS Assisted MIMO Communications
by: Tran, Phuong Nam, et al.
Published: (2026)
by: Tran, Phuong Nam, et al.
Published: (2026)
Deep Reinforcement Learning for Dynamic Sensing and Communications
by: Zakeri, Abolfazl, et al.
Published: (2025)
by: Zakeri, Abolfazl, et al.
Published: (2025)
Dynamic Joint Communications and Sensing Precoding Design: A Lyapunov Approach
by: Zakeri, Abolfazl, et al.
Published: (2025)
by: Zakeri, Abolfazl, et al.
Published: (2025)
Constrained Multimodal Sensing-Aided Communications: A Dynamic Beamforming Design
by: Zakeri, Abolfazl, et al.
Published: (2025)
by: Zakeri, Abolfazl, et al.
Published: (2025)
AoI-Aware Machine Learning for Constrained Multimodal Sensing-Aided Communications
by: Zakeri, Abolfazl, et al.
Published: (2025)
by: Zakeri, Abolfazl, et al.
Published: (2025)
Joint Beamforming Design and Bit Allocation in Massive MIMO with Resolution-Adaptive ADCs
by: Ma, Mengyuan, et al.
Published: (2024)
by: Ma, Mengyuan, et al.
Published: (2024)
Hybrid Receiver Design for Massive MIMO-OFDM with Low-Resolution ADCs and Oversampling
by: Ma, Mengyuan, et al.
Published: (2024)
by: Ma, Mengyuan, et al.
Published: (2024)
Analysis of Oversampling in Uplink Massive MIMO-OFDM with Low-Resolution ADCs
by: Ma, Mengyuan, et al.
Published: (2023)
by: Ma, Mengyuan, et al.
Published: (2023)
Low-Complexity Cramér-Rao Lower Bound and Sum Rate Optimization in ISAC Systems
by: Fang, Tianyu, et al.
Published: (2025)
by: Fang, Tianyu, et al.
Published: (2025)
Beamforming Design for Max-Min Fairness Performance Balancing in ISAC Systems
by: Fang, Tianyu, et al.
Published: (2024)
by: Fang, Tianyu, et al.
Published: (2024)
Exploiting Symmetric Non-Convexity for Multi-Objective Symbol-Level DFRC Signal Design
by: Nguyen, Ly V., et al.
Published: (2025)
by: Nguyen, Ly V., et al.
Published: (2025)
Performance Analysis and Power Allocation for Massive MIMO ISAC Systems
by: Nguyen, Nhan Thanh, et al.
Published: (2024)
by: Nguyen, Nhan Thanh, et al.
Published: (2024)
Wideband THz Multi-User Downlink Communications with Leaky Wave Antennas
by: Lang, Natalie, et al.
Published: (2023)
by: Lang, Natalie, et al.
Published: (2023)
Multi-Static Cell-Free Massive MIMO ISAC: Performance Analysis and Power Allocation
by: Nguyen, Nhan Thanh, et al.
Published: (2024)
by: Nguyen, Nhan Thanh, et al.
Published: (2024)
Radar Rainbow Beams For Wideband mmWave Communication: Beam Training And Tracking
by: Zhou, Gui, et al.
Published: (2024)
by: Zhou, Gui, et al.
Published: (2024)
Tri-Hybrid Beamforming Design for integrated Sensing and Communications
by: Fang, Tianyu, et al.
Published: (2026)
by: Fang, Tianyu, et al.
Published: (2026)
Deep Reinforcement Learning-Based Dynamic Resource Allocation in Cell-Free Massive MIMO
by: Tran, Phuong Nam, et al.
Published: (2026)
by: Tran, Phuong Nam, et al.
Published: (2026)
Sequential MAP Parametric OFDM Channel Estimation for Joint Sensing and Communication
by: Pinto, Enrique T. R., et al.
Published: (2024)
by: Pinto, Enrique T. R., et al.
Published: (2024)
Fast Beam Tracking for Reconfigurable Intelligent Surface Assisted Mobile mmWave Networks
by: Tian, Xiaowen, et al.
Published: (2021)
by: Tian, Xiaowen, et al.
Published: (2021)
Beam Focusing for Near-Field Multi-User Localization
by: Yang, Qianyu, et al.
Published: (2024)
by: Yang, Qianyu, et al.
Published: (2024)
Successive Pose Estimation and Beam Tracking for mmWave Vehicular Communication Systems
by: Liu, Cen, et al.
Published: (2023)
by: Liu, Cen, et al.
Published: (2023)
EOTNet: Deep Memory Aided Bayesian Filter for Extended Object Tracking
by: Wang, Zhixing, et al.
Published: (2025)
by: Wang, Zhixing, et al.
Published: (2025)
SGD-Based Knowledge Distillation with Bayesian Teachers: Theory and Guidelines
by: Morad, Itai, et al.
Published: (2026)
by: Morad, Itai, et al.
Published: (2026)
GPS-Aided Deep Learning for Beam Prediction and Tracking in UAV mmWave Communication
by: Nugroho, Vendi Ardianto, et al.
Published: (2025)
by: Nugroho, Vendi Ardianto, et al.
Published: (2025)
Holographic Intelligence Surface Assisted Integrated Sensing and Communication
by: Liu, Zhuoyang, et al.
Published: (2024)
by: Liu, Zhuoyang, et al.
Published: (2024)
User Tracking and Direction Estimation Codebook Design for IRS-Assisted mmWave Communication
by: Garkisch, Moritz, et al.
Published: (2024)
by: Garkisch, Moritz, et al.
Published: (2024)
Leaky Wave Antennas for Next Generation Wireless Applications in sub-THz Frequencies: Current Status and Research Challenges
by: Lang, Natalie, et al.
Published: (2025)
by: Lang, Natalie, et al.
Published: (2025)
Multi-Armed Bandit Dynamic Beam Zooming for mmWave Alignment and Tracking
by: Blinn, Nathan, et al.
Published: (2022)
by: Blinn, Nathan, et al.
Published: (2022)
Graph Neural Network for Location- and Orientation-Assisted mmWave Beam Alignment
by: Lei, Yuzhu, et al.
Published: (2025)
by: Lei, Yuzhu, et al.
Published: (2025)
Chameleon: Integrated Sensing and Communication with Sub-Symbol Beam Switching in mmWave Networks
by: Gao, Zhihui, et al.
Published: (2025)
by: Gao, Zhihui, et al.
Published: (2025)
Similar Items
-
Attention-Enhanced Learning for Sensing-Assisted Long-Term Beam Tracking in mmWave Communications
by: Ma, Mengyuan, et al.
Published: (2025) -
Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking
by: Ma, Mengyuan, et al.
Published: (2026) -
Knowledge Distillation for Collaborative Learning in Distributed Communications and Sensing
by: Nguyen, Nhan Thanh, et al.
Published: (2026) -
Deep Unfolding-Empowered MmWave Massive MIMO Joint Communications and Sensing
by: Nguyen, Nhan Thanh, et al.
Published: (2024) -
AI-Empowered Hybrid MIMO Beamforming
by: Shlezinger, Nir, et al.
Published: (2023)