Recursive GNNs for Learning Precoding Policies with Size-Generalizability
Fuente:
arXiv
Guardado en:
| Autores principales: | Guo, Jia, Yang, Chenyang |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Understanding the Performance of Learning Precoding Policy with GNN and CNNs
por: Zhao, Baichuan, et al.
Publicado: (2022)
por: Zhao, Baichuan, et al.
Publicado: (2022)
Learning Precoding in Multi-user Multi-antenna Systems: Transformer or Graph Transformer?
por: Duan, Yuxuan, et al.
Publicado: (2025)
por: Duan, Yuxuan, et al.
Publicado: (2025)
Learning Wideband User Scheduling and Hybrid Precoding with Graph Neural Networks
por: Liu, Shengjie, et al.
Publicado: (2025)
por: Liu, Shengjie, et al.
Publicado: (2025)
Gradient-Driven Graph Neural Networks for Learning Digital and Hybrid Precoder
por: Zhang, Lin, et al.
Publicado: (2025)
por: Zhang, Lin, et al.
Publicado: (2025)
When Attention is Beneficial for Learning Wireless Resource Allocation Efficiently?
por: Guo, Jia, et al.
Publicado: (2025)
por: Guo, Jia, et al.
Publicado: (2025)
Precoder Learning by Leveraging Unitary Equivariance Property
por: Ge, Yilun, et al.
Publicado: (2025)
por: Ge, Yilun, et al.
Publicado: (2025)
A Low-Complexity Plug-and-Play Deep Learning Model for Generalizable Massive MIMO Precoding
por: Karkan, Ali Hasanzadeh, et al.
Publicado: (2026)
por: Karkan, Ali Hasanzadeh, et al.
Publicado: (2026)
Meta-Learning for Hybrid Precoding in Millimeter Wave MIMO System
por: Guo, Yifan
Publicado: (2024)
por: Guo, Yifan
Publicado: (2024)
Bayesian Deep End-to-End Learning for MIMO-OFDM System with Delay-Domain Sparse Precoder
por: Jha, Nilesh Kumar, et al.
Publicado: (2025)
por: Jha, Nilesh Kumar, et al.
Publicado: (2025)
Robust Hybrid Precoding for Millimeter Wave MU-MISO System Via Meta-Learning
por: Guo, Yifan
Publicado: (2024)
por: Guo, Yifan
Publicado: (2024)
Modular PE-Structured Learning for Cross-Task Wireless Communications
por: Duan, Yuxuan, et al.
Publicado: (2025)
por: Duan, Yuxuan, et al.
Publicado: (2025)
Adversarial Training: Enhancing Out-of-Distribution Generalization for Learning Wireless Resource Allocation
por: Liu, Shengjie, et al.
Publicado: (2025)
por: Liu, Shengjie, et al.
Publicado: (2025)
Joint CSI Estimation-Feedback-Precoding via DJSCC for MU-MIMO OFDM Systems
por: Guo, Yiran, et al.
Publicado: (2025)
por: Guo, Yiran, et al.
Publicado: (2025)
Precoder Learning for Weighted Sum Rate Maximization
por: Deng, Mingyu, et al.
Publicado: (2025)
por: Deng, Mingyu, et al.
Publicado: (2025)
Hybrid Precoding With Low-Resolution PSs for Wideband Terahertz Communication Systems in The Face of Beam Squint
por: Wang, Yang, et al.
Publicado: (2024)
por: Wang, Yang, et al.
Publicado: (2024)
Symbol-Level Precoding for Near-Field ISAC
por: Babu, Nithin, et al.
Publicado: (2024)
por: Babu, Nithin, et al.
Publicado: (2024)
Quantization Design for Deep Learning-Based CSI Feedback
por: Yin, Manru, et al.
Publicado: (2025)
por: Yin, Manru, et al.
Publicado: (2025)
Learning of Uplink Resource Allocation with Multiuser QoS Constraints
por: Yin, Manru, et al.
Publicado: (2025)
por: Yin, Manru, et al.
Publicado: (2025)
Training Channel Selection for Learning-based 1-bit Precoding in Massive MU-MIMO
por: Li, Sitian, et al.
Publicado: (2025)
por: Li, Sitian, et al.
Publicado: (2025)
Distributed MIMO Precoding with Routing Constraints in Segmented Fronthaul
por: Sadreddini, Jale, et al.
Publicado: (2024)
por: Sadreddini, Jale, et al.
Publicado: (2024)
Channel-Coded Precoding for Multi-User MISO Systems
por: Nguyen, Ly V., et al.
Publicado: (2024)
por: Nguyen, Ly V., et al.
Publicado: (2024)
Nonlinear Precoding in the RIS-Aided MIMO Broadcast Channel
por: Semmler, Dominik, et al.
Publicado: (2024)
por: Semmler, Dominik, et al.
Publicado: (2024)
Symbol Level Precoding for Systems with Improper Gaussian Interference
por: Liu, Lu, et al.
Publicado: (2024)
por: Liu, Lu, et al.
Publicado: (2024)
Symbol-Level Precoding for Integrated Sensing and Covert Communication
por: Wang, Yufei, et al.
Publicado: (2025)
por: Wang, Yufei, et al.
Publicado: (2025)
Baseband-Efficient WMMSE Precoding: From a Signal Weighting Cost Perspective
por: Gao, Shuai, et al.
Publicado: (2026)
por: Gao, Shuai, et al.
Publicado: (2026)
No Analog Combiner TTD-based Hybrid Precoding for Multi-User Sub-THz Communications
por: Nguyen, Dang Qua, et al.
Publicado: (2024)
por: Nguyen, Dang Qua, et al.
Publicado: (2024)
Reinforcement Learning-Based Downlink Transmit Precoding for Mitigating the Impact of Delayed CSI in Satellite Systems
por: Omid, Yasaman, et al.
Publicado: (2024)
por: Omid, Yasaman, et al.
Publicado: (2024)
Channel Estimation and Analog Precoding for Pixel-based Fluid-Antenna-Assisted Multiuser MIMO-OFDM Systems
por: Guo, Huayan, et al.
Publicado: (2025)
por: Guo, Huayan, et al.
Publicado: (2025)
Robust Precoding for FDD MISO Systems via Minorization Maximization
por: Amor, Donia Ben, et al.
Publicado: (2024)
por: Amor, Donia Ben, et al.
Publicado: (2024)
Optimal Linear Precoding Under Realistic Satellite Communications Scenarios
por: Eappen, Geoffrey, et al.
Publicado: (2024)
por: Eappen, Geoffrey, et al.
Publicado: (2024)
Semantic MIMO: Revisiting Linear Precoding in the Generative AI Era
por: Xu, Chunmei, et al.
Publicado: (2026)
por: Xu, Chunmei, et al.
Publicado: (2026)
Precoding Design for Multi-User MIMO Joint Communications and Sensing
por: Muth, Charlotte, et al.
Publicado: (2026)
por: Muth, Charlotte, et al.
Publicado: (2026)
Sparsification of Precoding Codebooks for PAPR Reduction via Grassmannian Representations
por: Asano, Joe, et al.
Publicado: (2026)
por: Asano, Joe, et al.
Publicado: (2026)
Deep Learning assisted Port-Cycling based Channel Sounding for Precoder Estimation in Massive MIMO Arrays
por: Arun, Advaith, et al.
Publicado: (2026)
por: Arun, Advaith, et al.
Publicado: (2026)
Synesthesia of Machines (SoM)-Aided Online FDD Precoding via Heterogeneous Multi-Modal Sensing: A Vertical Federated Learning Approach
por: Zhang, Haotian, et al.
Publicado: (2025)
por: Zhang, Haotian, et al.
Publicado: (2025)
Analysis and Optimization of Multiple-STAR-RIS Assisted MIMO-NOMA with GSVD Precoding: An Operator-Valued Free Probability Approach
por: Wang, Siqiang, et al.
Publicado: (2024)
por: Wang, Siqiang, et al.
Publicado: (2024)
Association-Aware GNN for Precoder Learning in Cell-Free Systems
por: Deng, Mingyu, et al.
Publicado: (2026)
por: Deng, Mingyu, et al.
Publicado: (2026)
Synesthesia of Machine (SoM)-Driven Analog Precoder Optimization for Enhanced ISAC Performance in Sub-THz Systems
por: Yang, Zonghui, et al.
Publicado: (2024)
por: Yang, Zonghui, et al.
Publicado: (2024)
Movable Antenna Enhanced Dual-Functional Radar-Communication: A Symbol-Level Precoding Approach
por: Yang, Ran, et al.
Publicado: (2026)
por: Yang, Ran, et al.
Publicado: (2026)
Flexible Precoding for Multi-User Movable Antenna Communications
por: Yang, Songjie, et al.
Publicado: (2024)
por: Yang, Songjie, et al.
Publicado: (2024)
Ejemplares similares
-
Understanding the Performance of Learning Precoding Policy with GNN and CNNs
por: Zhao, Baichuan, et al.
Publicado: (2022) -
Learning Precoding in Multi-user Multi-antenna Systems: Transformer or Graph Transformer?
por: Duan, Yuxuan, et al.
Publicado: (2025) -
Learning Wideband User Scheduling and Hybrid Precoding with Graph Neural Networks
por: Liu, Shengjie, et al.
Publicado: (2025) -
Gradient-Driven Graph Neural Networks for Learning Digital and Hybrid Precoder
por: Zhang, Lin, et al.
Publicado: (2025) -
When Attention is Beneficial for Learning Wireless Resource Allocation Efficiently?
por: Guo, Jia, et al.
Publicado: (2025)