Cover Image

Deep Learning for Beamforming in Multi-User Continuous Aperture Array (CAPA) Systems

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Guo, Jia, Liu, Yuanwei, Shin, Hyundong, Nallanathan, Arumugam
Format:	Preprint
Published:	2024
Subjects:	Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Multi-User Continuous-Aperture Array Communications: How to Learn Current Distribution?
by: Guo, Jia, et al.
Published: (2024)

Mutual Coupling-Aware Beamforming in Multi-User Continuous Aperture Array Systems
by: Ye, Junjie, et al.
Published: (2026)

Optimal Beamforming for Multi-User Continuous Aperture Array (CAPA) Systems
by: Wang, Zhaolin, et al.
Published: (2024)

Optimal Waveform Design for Continuous Aperture Array (CAPA)-aided ISAC Systems
by: Ye, Junjie, et al.
Published: (2025)

Downlink and Uplink ISAC in Continuous-Aperture Array (CAPA) Systems
by: Zhao, Boqun, et al.
Published: (2025)

GPASS: Deep Learning for Beamforming in Pinching-Antenna Systems (PASS)
by: Guo, Jia, et al.
Published: (2025)

Secure Beamforming for Continuous Aperture Array (CAPA) Systems
by: Sun, Mingjun, et al.
Published: (2025)

Learning Beamforming for Pinching Antenna System-Enabled ISAC in Low-Altitude Wireless Networks
by: Guo, Jia, et al.
Published: (2025)

Beamforming Optimization for Continuous Aperture Array (CAPA)-based Communications
by: Wang, Zhaolin, et al.
Published: (2024)

Cramér-Rao Bound Optimization for Near-Field Sensing with Continuous-Aperture Arrays
by: Jiang, Hao, et al.
Published: (2024)

Electromagnetic Channel Statistics for Continuous-Aperture Array (CAPA) Systems
by: Ouyang, Chongjun, et al.
Published: (2025)

Near-Field Sensing Enabled Predictive Beamforming: Fundamentals, Framework, and Opportunities
by: Jiang, Hao, et al.
Published: (2025)

On the Performance of Continuous Aperture Array (CAPA)-Based Wireless Communications
by: Ouyang, Chongjun, et al.
Published: (2024)

Diversity and Multiplexing for Continuous Aperture Array (CAPA)-Based Communications
by: Ouyang, Chongjun, et al.
Published: (2024)

On the Performance of Physical Layer Security for Continuous-Aperture Array (CAPA) Systems
by: Zhao, Boqun, et al.
Published: (2024)

Large Language Model-Empowered Channel Prediction and Predictive Beamforming for LEO Satellite Communications
by: Chen, Zhixiong, et al.
Published: (2025)

Continuous Aperture Array (CAPA)-Based Secure Wireless Communications
by: Zhao, Jingjing, et al.
Published: (2025)

A Concise Tutorial for Analyzing Electromagnetic Degrees of Freedom for Continuous-Aperture Array (CAPA) Systems
by: Ouyang, Chongjun, et al.
Published: (2025)

CAPA: Continuous-Aperture Arrays for Revolutionizing 6G Wireless Communications
by: Liu, Yuanwei, et al.
Published: (2024)

Continuous-Aperture Array (CAPA)-Based Wireless Communications: Capacity Characterization
by: Zhao, Boqun, et al.
Published: (2024)

Sampling-Free Diffusion Transformers for Low-Complexity MIMO Channel Estimation
by: Chen, Zhixiong, et al.
Published: (2026)

Multi-Mode Pinching Antenna Systems Enabled Multi-User Communications
by: Xu, Xiaoxia, et al.
Published: (2026)

Implicit Neural Representation of Beamforming for Continuous Aperture Array Systems
by: Chen, Shiyong, et al.
Published: (2025)

Linear Receive Beamforming for CAPA Systems
by: Ouyang, Chongjun, et al.
Published: (2024)

Multimodal Learning for MIMO Beam Prediction Based on Variational Inference
by: Zheng, Zijian, et al.
Published: (2026)

Joint Transmit and Pinching Beamforming for Pinching Antenna Systems (PASS): Optimization-Based or Learning-Based?
by: Xu, Xiaoxia, et al.
Published: (2025)

Diffusion Model for Multiple Antenna Communications
by: Guo, Jia, et al.
Published: (2025)

Implicit Neural Representation for Multiuser Continuous Aperture Array Beamforming
by: Chen, Shiyong, et al.
Published: (2026)

User Localization and Channel Estimation for Pinching-Antenna Systems (PASS)
by: Xu, Xiaoxia, et al.
Published: (2025)

Tri-Hybrid Beamforming Design for Fully-Connected Pinching Antenna Systems
by: Zhao, Cheng-Jie, et al.
Published: (2025)

Continuous Aperture Array (CAPA)-Based Multi-Group Multicast Communications
by: Qian, Mengyu, et al.
Published: (2025)

LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching
by: Gao, Qian, et al.
Published: (2026)

Multi-Mode Pinching-Antenna Systems: Mode Selection or Mode Combining?
by: Xu, Xiaoxia, et al.
Published: (2026)

Wireless Sensing via Pinching-Antenna Systems
by: Wang, Zhaolin, et al.
Published: (2025)

RL based Beamforming Optimization for 3D Pinching Antenna assisted ISAC Systems
by: Gao, Qian, et al.
Published: (2026)

Pinching-Antenna Systems (PASS): Power Radiation Model and Optimal Beamforming Design
by: Xu, Xiaoxia, et al.
Published: (2025)

DOA Estimation via Continuous Aperture Arrays: MUSIC and CRLB
by: Si, Haonan, et al.
Published: (2025)

Exploiting Segmented Waveguide-Enabled Pinching-Antenna Systems (SWANs) for Uplink Tri-Hybrid Beamforming
by: Jiang, Hao, et al.
Published: (2026)

Continuous-Aperture Array-Based ISAC Over Fading Channels
by: Zhao, Boqun, et al.
Published: (2026)

Joint DOA and Attitude Sensing Based on Tri-Polarized Continuous Aperture Array
by: Si, Haonan, et al.
Published: (2025)