Graph Neural Network for Location- and Orientation-Assisted mmWave Beam Alignment
Fuente:
arXiv
Saved in:
| Main Authors: | Lei, Yuzhu, Xiao, Qiqi, He, Yinghui, Yu, Guanding |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Radio Maps for Beam Alignment in mmWave Communications with Location Uncertainty
by: Ha, Tien Ngoc, et al.
Published: (2024)
by: Ha, Tien Ngoc, et al.
Published: (2024)
GPINND: A deep-learning-based state of health estimation for Lithium-ion battery
by: Lei, Yuzhu, et al.
Published: (2026)
by: Lei, Yuzhu, et al.
Published: (2026)
Deep Learning-based Low-Overhead Beam Alignment for mmWave Massive MIMO Systems
by: Jin, Weijie, et al.
Published: (2026)
by: Jin, Weijie, et al.
Published: (2026)
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)
Sub-6GHz Assisted mmWave Hybrid Beamforming with Heterogeneous Graph Neural Network
by: Huang, Zhaohui, et al.
Published: (2024)
by: Huang, Zhaohui, et al.
Published: (2024)
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)
A multi-scale lithium-ion battery capacity prediction using mixture of experts and patch-based MLP
by: Lei, Yuzhu, et al.
Published: (2025)
by: Lei, Yuzhu, et al.
Published: (2025)
High-Fidelity and Location-Robust Respiratory Waveform Monitoring with Single-Antenna WiFi
by: Wang, Hefei, et al.
Published: (2026)
by: Wang, Hefei, et al.
Published: (2026)
Survey on Neighbor Discovery and Beam Alignment in mmWave-Enabled UAV Swarm Networks
by: Alam, Muhammad Morshed, et al.
Published: (2024)
by: Alam, Muhammad Morshed, et al.
Published: (2024)
Deep Learning Based Adaptive Joint mmWave Beam Alignment
by: Tandler, Daniel, et al.
Published: (2024)
by: Tandler, Daniel, et al.
Published: (2024)
Autoencoder for Position-Assisted Beam Prediction in mmWave ISAC Systems
by: El-Banna, Ahmad A. Aziz, et al.
Published: (2025)
by: El-Banna, Ahmad A. Aziz, et al.
Published: (2025)
Vision-Assisted Digital Twin Creation for mmWave Beam Management
by: Arnold, Maximilian, et al.
Published: (2024)
by: Arnold, Maximilian, et al.
Published: (2024)
Beam Profiling and Beamforming Modeling for mmWave NextG Networks
by: Fathalla, Efat Samir, et al.
Published: (2024)
by: Fathalla, Efat Samir, et al.
Published: (2024)
Knowledge Distillation for Sensing-Assisted Long-Term Beam Tracking in mmWave Communications
by: Ma, Mengyuan, et al.
Published: (2025)
by: Ma, Mengyuan, et al.
Published: (2025)
Beam Codebook Refinement for mmWave Devices with Random Orientations: Concept and Experimental Validation
by: Bozkurt, Bora, et al.
Published: (2024)
by: Bozkurt, Bora, et al.
Published: (2024)
Corrections to "Computer Vision Aided mmWave Beam Alignment in V2X Communications"
by: Xu, Weihua, et al.
Published: (2024)
by: Xu, Weihua, et al.
Published: (2024)
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)
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)
Beam-Delay Domain Channel Estimation for mmWave XL-MIMO Systems
by: Hou, Hongwei, et al.
Published: (2023)
by: Hou, Hongwei, et al.
Published: (2023)
Novel Active Sensing and Inference for mmWave Beam Alignment Using Single RF Chain Systems
by: Pote, Rohan R., et al.
Published: (2024)
by: Pote, Rohan R., et al.
Published: (2024)
Device-Free 3D Drone Localization in RIS-Assisted mmWave MIMO Networks
by: He, Jiguang, et al.
Published: (2024)
by: He, Jiguang, et al.
Published: (2024)
DL-Based Beam Management for mmWave Vehicular Networks Exploring Temporal Correlation
by: Oliveira, Ailton, et al.
Published: (2025)
by: Oliveira, Ailton, et al.
Published: (2025)
Probabilistic Position-Aided Beam Selection for mmWave MIMO Systems
by: Chege, Joseph K., et al.
Published: (2025)
by: Chege, Joseph K., et al.
Published: (2025)
Radar-Assisted Beam Management Framework for mmWave NTNs: Overhead Reduction and Physical Layer Security Application
by: Bozkurt, Bora, et al.
Published: (2026)
by: Bozkurt, Bora, et al.
Published: (2026)
User-Movement-Robust Virtual Reality Through Dual-Beam Reception in mmWave Networks
by: Hersyandika, Rizqi, et al.
Published: (2024)
by: Hersyandika, Rizqi, et al.
Published: (2024)
Deep Learning-based Compressive Beam Alignment in mmWave Vehicular Systems
by: Wang, Yuyang, et al.
Published: (2021)
by: Wang, Yuyang, et al.
Published: (2021)
Training Beam Design for Channel Estimation in Hybrid mmWave MIMO Systems
by: Ge, Xiaochun, et al.
Published: (2025)
by: Ge, Xiaochun, 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)
A Low-Complexity Machine Learning Design for mmWave Beam Prediction
by: Khan, Muhammad Qurratulain, et al.
Published: (2023)
by: Khan, Muhammad Qurratulain, et al.
Published: (2023)
Beam Misalignment in 3GPP mmWave NR
by: Busquets, Noe Bernadas i, et al.
Published: (2025)
by: Busquets, Noe Bernadas i, et al.
Published: (2025)
Toward Distributed User Scheduling and Coordinated Beamforming in Multi-Cell mmWave Networks: A Sensing-Assisted Framework
by: Cai, Tenghao, et al.
Published: (2026)
by: Cai, Tenghao, et al.
Published: (2026)
BeamSeek: Deep Learning-based DOA Estimation for Low-Complexity mmWave Phased Arrays
by: Sharma, Arav, et al.
Published: (2025)
by: Sharma, Arav, et al.
Published: (2025)
Principles and Optimization of Reflective Intelligent Surface Assisted mmWave Systems
by: Yang, Lie-Liang
Published: (2024)
by: Yang, Lie-Liang
Published: (2024)
mmKey: Channel-Aware Beam Shaping for Reliable Key Generation in mmWave Wireless Networks
by: Mollahosseini, Poorya, et al.
Published: (2025)
by: Mollahosseini, Poorya, et al.
Published: (2025)
Segment-Wise Flow Matching for Vision-Aided mmWave V2I Beam Prediction
by: Zheng, Can, et al.
Published: (2025)
by: Zheng, Can, et al.
Published: (2025)
Robust Wideband Channel Estimation for mmWave Massive MIMO Systems With Beam Squint
by: Ge, Li, et al.
Published: (2022)
by: Ge, Li, et al.
Published: (2022)
Beam Pattern Modulation Embedded mmWave Hybrid Transceiver Design Towards ISAC
by: Liu, Boxun, et al.
Published: (2024)
by: Liu, Boxun, et al.
Published: (2024)
Robust Multi-Beam Secure mmWave Wireless Communication for Hybrid Wiretapping Systems
by: Qiu, Bin, et al.
Published: (2024)
by: Qiu, Bin, et al.
Published: (2024)
Stochastic Geometry Analysis for Distributed RISs-Assisted mmWave Communications
by: Xu, Yuan, et al.
Published: (2024)
by: Xu, Yuan, et al.
Published: (2024)
Beam Switching Based Beam Design for High-Speed Train mmWave Communications
by: Huang, Jingjia, et al.
Published: (2024)
by: Huang, Jingjia, et al.
Published: (2024)
Similar Items
-
Radio Maps for Beam Alignment in mmWave Communications with Location Uncertainty
by: Ha, Tien Ngoc, et al.
Published: (2024) -
GPINND: A deep-learning-based state of health estimation for Lithium-ion battery
by: Lei, Yuzhu, et al.
Published: (2026) -
Deep Learning-based Low-Overhead Beam Alignment for mmWave Massive MIMO Systems
by: Jin, Weijie, et al.
Published: (2026) -
Fast Beam Tracking for Reconfigurable Intelligent Surface Assisted Mobile mmWave Networks
by: Tian, Xiaowen, et al.
Published: (2021) -
Sub-6GHz Assisted mmWave Hybrid Beamforming with Heterogeneous Graph Neural Network
by: Huang, Zhaohui, et al.
Published: (2024)