Cover Image

Entropy-based Probing Beam Selection and Beam Prediction via Deep Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Meng, Fan, Zhang, Cheng, Huang, Yongming, Zhang, Zhilei, Bai, Xiaoyu, Lu, Zhaohua
Format:	Preprint
Published:	2024
Subjects:	Information Theory Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Joint Optimization of Data- and Model-Driven Probing Beams and Beam Predictor
by: Lu, Tianheng, et al.
Published: (2024)

Generative Learning Powered Probing Beam Optimization for Cell-Free Hybrid Beamforming
by: Zhang, Cheng, et al.
Published: (2024)

Site-Specific Beam Alignment in 6G via Deep Learning
by: Heng, Yuqiang, et al.
Published: (2024)

Jamming Detection and Channel Estimation for Spatially Correlated Beamspace Massive MIMO
by: Du, Pengguang, et al.
Published: (2024)

Near-Field Beam Training Through Beam Diverging
by: Li, Ran, et al.
Published: (2025)

Cooperative Beam Selection for RIS-Aided Terahertz MIMO Networks via Multi-Task Learning
by: Ma, Xinying, et al.
Published: (2022)

Deep Learning Based Adaptive Joint mmWave Beam Alignment
by: Tandler, Daniel, et al.
Published: (2024)

3D Near-Field Beam Training for Uniform Planar Arrays through Beam Diverging
by: Li, Ran, et al.
Published: (2025)

IRS Aided Millimeter-Wave Sensing and Communication: Beam Scanning, Beam Splitting, and Performance Analysis
by: Li, Renwang, et al.
Published: (2024)

Beam Switching Based Beam Design for High-Speed Train mmWave Communications
by: Huang, Jingjia, et al.
Published: (2024)

Deep Learning Based Near-Field User Localization with Beam Squint in Wideband XL-MIMO Systems
by: Lei, Hao, et al.
Published: (2024)

Joint Port Selection Based Channel Acquisition for FDD Cell-Free Massive MIMO
by: Zhang, Cheng, et al.
Published: (2023)

Terahertz Wireless Data Center: Gaussian Beam or Airy Beam?
by: Zhao, Wenqi, et al.
Published: (2025)

Hashing Beam Training for Near-Field Communications
by: Xu, Yuan, et al.
Published: (2024)

Beam Prediction Based on Multimodal Large Language Models
by: Mao, Tianhao, et al.
Published: (2026)

Coded Beam Training
by: Zheng, Tianyue, et al.
Published: (2024)

GPS-Aided Deep Learning for Beam Prediction and Tracking in UAV mmWave Communication
by: Nugroho, Vendi Ardianto, et al.
Published: (2025)

Near-Field Wideband Beam Training Based on Distance-Dependent Beam Split
by: Zheng, Tianyue, et al.
Published: (2024)

STAR-RIS-Enabled Multi-Path Beam Routing with Passive Beam Splitting
by: An, Bonan, et al.
Published: (2025)

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

Interleaved Training for Massive MIMO Downlink via Exploring Spatial Correlation
by: Zhang, Cheng, et al.
Published: (2023)

Robust Continuous-Time Beam Tracking with Liquid Neural Network
by: Zhu, Fenghao, et al.
Published: (2024)

Hashing Beam Training for Integrated Ground-Air-Space Wireless Networks
by: Xu, Yuan, et al.
Published: (2024)

Near-field Beam-focusing Pattern under Discrete Phase Shifters
by: Zhang, Haodong, et al.
Published: (2024)

Coordinated Multipoint Anti-jamming Beam Pattern Synthesis: From AI Accelerated Algorithm to Hardware Implementation
by: Wang, Zilong, et al.
Published: (2026)

Low-Complexity Beam Training for Multi-RIS-Assisted Multi-User Communications
by: Xu, Yuan, et al.
Published: (2024)

Resonant Beam Communications: A New Design Paradigm and Challenges
by: Tian, Yuanming, et al.
Published: (2024)

Integrated Sensing and Communication Exploiting Prior Information: How Many Sensing Beams are Needed?
by: Xu, Chan, et al.
Published: (2024)

Can Far-field Beam Training Be Deployed for Cross-field Beam Alignment in Terahertz UM-MIMO Communications?
by: Chen, Yuhang, et al.
Published: (2023)

Dynamic Beam Coverage for Satellite Communications Aided by Movable-Antenna Array
by: Zhu, Lipeng, et al.
Published: (2024)

Robust and Secure Near-Field Communication via Curved Caustic Beams
by: Liu, Shicong, et al.
Published: (2026)

Near-Field Beam Training: Joint Angle and Range Estimation with DFT Codebook
by: Wu, Xun, et al.
Published: (2023)

Flexible Multi-Beam Synthesis and Directional Suppression Through Transmissive RIS
by: Xiong, Rujing, et al.
Published: (2024)

A Unified NOMA Framework in Beam-Hopping Satellite Communication Systems
by: Zhang, Xuyang, et al.
Published: (2024)

Design and Performance of Resonant Beam Communications -- Part II: Mobile Scenario
by: Li, Dongxu, et al.
Published: (2024)

Hierarchical Codebook based Multiuser Beam Training for Millimeter Wave Massive MIMO
by: Qi, Chenhao, et al.
Published: (2022)

SCAN-BEST: Sub-6GHz-Aided Near-field Beam Selection with Formal Reliability Guarantees
by: Deng, Weicao, et al.
Published: (2025)

Two-Phase Channel Estimation for RIS-Assisted THz Systems with Beam Split
by: Su, Xin, et al.
Published: (2024)

Computationally Efficient Unsupervised Deep Learning for Robust Joint AP Clustering and Beamforming Design in Cell-Free Systems
by: Chen, Guanghui, et al.
Published: (2024)

High-Efficiency Resonant Beam Charging and Communication
by: Bai, Yunfeng, et al.
Published: (2021)