Cover Image

Multimodal Learning for MIMO Beam Prediction Based on Variational Inference

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zheng, Zijian, Yi, Wenqiang, Shin, Hyundong, Nallanathan, Arumugam
Format:	Preprint
Published:	2026
Subjects:	Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

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

Deep Learning for Beamforming in Multi-User Continuous Aperture Array (CAPA) Systems
by: Guo, Jia, et al.
Published: (2024)

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

Federated Contrastive Learning for Personalized Semantic Communication
by: Wang, Yining, et al.
Published: (2024)

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

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

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

Reducing AoI and Improving Throughput for NOMA-assisted SGF Systems: A Hierarchical Learning Approach
by: Liu, Yuqin, et al.
Published: (2025)

Enhancing xURLLC with RSMA-Assisted Massive-MIMO Networks: Performance Analysis and Optimization
by: Chen, Yuang, et al.
Published: (2024)

Reconfigurable Intelligent Surface aided Integrated-Navigation-and-Communication in Urban Canyons: A Satellite Selection Approach
by: Hou, Tianwei, et al.
Published: (2025)

Dilated Convolution based CSI Feedback Compression for Massive MIMO Systems
by: Tang, Shunpu, et al.
Published: (2021)

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

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

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

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

Joint AP Selection and Power Allocation for Unicast-Multicast Cell-Free Massive MIMO
by: Abbas, Mustafa S., et al.
Published: (2025)

Taming the Bessel Landscape: Joint Antenna Position Optimization for Spatial Decorrelation in Fluid MIMO Systems
by: Wu, Tuo, et al.
Published: (2026)

Pinching Antenna System (PASS) Enhanced Covert Communications: Against Warden via Sensing
by: Jiang, Hao, et al.
Published: (2025)

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

How to Proactively Monitor Untrusted Communications with Cell-Free Massive MIMO?
by: da Silva, Isabella W. G., et al.
Published: (2025)

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

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

Multi-/Uni-Cast Non-Orthogonal Multiple Access-Based INAC
by: Zhang, Yaoyu, et al.
Published: (2026)

Spectral Efficiency Analysis of Near-Field Holographic MIMO over Ricean Fading Channels
by: Qian, Mengyu, et al.
Published: (2025)

Multiple-Target Detection in Cell-Free Massive MIMO-Assisted ISAC
by: Elfiatoure, Mohamed, et al.
Published: (2024)

Orchestrating Multimodal DNN Workloads in Wireless Neural Processing
by: Xu, Sai, et al.
Published: (2026)

Two-Stage Heterogeneous Graph Neural Network for RIS-Aided Physical-Layer Security
by: Song, Zihan, et al.
Published: (2026)

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

Over-the-Air Computation via Segmented Waveguide-Enabled Pinching-Antenna Systems
by: Gu, Songnan, et al.
Published: (2026)

Joint Segment Activation and Antenna Placement for Uplink SWAN Systems
by: Gu, Songnan, et al.
Published: (2026)

Latency Minimization Oriented Radio and Computation Resource Allocations for 6G V2X Networks with ISCC
by: Liu, Peng, et al.
Published: (2025)

Vehicular Multi-Tier Distributed Computing with Hybrid THz-RF Transmission in Satellite-Terrestrial Integrated Networks
by: Zhang, Ni, et al.
Published: (2025)

Generative Artificial Intelligence (GAI) for Mobile Communications: A Diffusion Model Perspective
by: Xu, Xiaoxia, et al.
Published: (2024)

Pinching-Antenna Assisted Sensing: A Bayesian Cramér-Rao Bound Perspective
by: Jiang, Hao, et al.
Published: (2025)

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

Goal-Oriented Semantic Communications for 6G Networks
by: Zhou, Hui, et al.
Published: (2022)

Variational Bayesian Inference for Time-Varying Massive MIMO Channels: Estimation and Detection
by: Nassirpour, Sajjad, et al.
Published: (2025)

Cell-free Fluid Antenna Multiple Access Networks
by: Han, Tianyu, et al.
Published: (2025)

Accelerating Mobile Edge Generation (MEG) by Constrained Learning
by: Xu, Xiaoxia, et al.
Published: (2024)