Gradient-Driven Graph Neural Networks for Learning Digital and Hybrid Precoder
Fuente:
arXiv
Guardado en:
| Autores principales: | Zhang, Lin, Han, Shengqian, Yang, Chenyang |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
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)
Precoder Learning by Leveraging Unitary Equivariance Property
por: Ge, Yilun, et al.
Publicado: (2025)
por: Ge, Yilun, 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)
Association-Aware GNN for Precoder Learning in Cell-Free Systems
por: Deng, Mingyu, et al.
Publicado: (2026)
por: Deng, Mingyu, et al.
Publicado: (2026)
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)
Distributed Resource Block Allocation for Wideband Cell-free System
por: Ma, Yang, et al.
Publicado: (2025)
por: Ma, Yang, et al.
Publicado: (2025)
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)
Recursive GNNs for Learning Precoding Policies with Size-Generalizability
por: Guo, Jia, et al.
Publicado: (2024)
por: Guo, Jia, et al.
Publicado: (2024)
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)
Prediction, Communication, and Computing Duration Optimization for VR Video Streaming
por: Wei, Xing, et al.
Publicado: (2019)
por: Wei, Xing, et al.
Publicado: (2019)
A Homogeneous Graph Neural Network for Precoding and Power Allocation in Scalable Wireless Networks
por: Sun, Mingjun, et al.
Publicado: (2024)
por: Sun, Mingjun, et al.
Publicado: (2024)
Implicit Neural Representation of Beamforming for Continuous Aperture Array Systems
por: Chen, Shiyong, et al.
Publicado: (2025)
por: Chen, Shiyong, et al.
Publicado: (2025)
Implicit Neural Representation for Multiuser Continuous Aperture Array Beamforming
por: Chen, Shiyong, et al.
Publicado: (2026)
por: Chen, Shiyong, et al.
Publicado: (2026)
Digital and Hybrid Precoding Designs in Massive MIMO with Low-Resolution ADCs
por: Ma, Mengyuan, et al.
Publicado: (2024)
por: Ma, Mengyuan, et al.
Publicado: (2024)
Limited-Resolution Hybrid Analog-Digital Precoding Design Using MIMO Detection Methods
por: Ramezani, Parisa, et al.
Publicado: (2025)
por: Ramezani, Parisa, et al.
Publicado: (2025)
Joint Optimization of Pilot Length, Pilot Assignment, and Power Allocation for Cell-free MIMO Systems with Graph Neural Networks
por: Peng, Yao, et al.
Publicado: (2025)
por: Peng, Yao, et al.
Publicado: (2025)
Functional WMMSE Algorithm for Multiuser Continuous Aperture Array Systems
por: Chen, Shiyong, et al.
Publicado: (2025)
por: Chen, Shiyong, et al.
Publicado: (2025)
ICI-Free Channel Estimation and Wireless Gesture Recognition Based on Cellular Signals
por: Peng, Rui, et al.
Publicado: (2024)
por: Peng, Rui, et al.
Publicado: (2024)
Statistical Precoder Design in Multi-User Systems via Graph Neural Networks and Generative Modeling
por: Turan, Nurettin, et al.
Publicado: (2024)
por: Turan, Nurettin, et al.
Publicado: (2024)
Tri-Hybrid Multi-User Precoding Based on Electromagnetically Reconfigurable Antennas
por: Zheng, Pinjun, et al.
Publicado: (2025)
por: Zheng, Pinjun, 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)
Channel Estimation and Hybrid Precoding for Massive MIMO-OTFS System With Doubly Squint
por: Duan, Mingming, et al.
Publicado: (2025)
por: Duan, Mingming, et al.
Publicado: (2025)
Digital and Hybrid Precoding and RF Chain Selection Designs for Energy Efficient Multi-User MIMO-OFDM ISAC Systems
por: Kang, Po-Chun, et al.
Publicado: (2026)
por: Kang, Po-Chun, et al.
Publicado: (2026)
Digital Twin Aided Compressive Sensing: Enabling Site-Specific MIMO Hybrid Precoding
por: Luo, Hao, et al.
Publicado: (2024)
por: Luo, Hao, et al.
Publicado: (2024)
Joint Power Control and Precoding for Cell-Free Massive MIMO Systems With Sparse Multi-Dimensional Graph Neural Networks
por: Ma, Yukun, et al.
Publicado: (2025)
por: Ma, Yukun, et al.
Publicado: (2025)
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)
Meta-Learning for Hybrid Precoding in Millimeter Wave MIMO System
por: Guo, Yifan
Publicado: (2024)
por: Guo, Yifan
Publicado: (2024)
Geometry Aware Meta-Learning Neural Network for Joint Phase and Precoder Optimization in RIS
por: Devapriya, Dahlia, et al.
Publicado: (2024)
por: Devapriya, Dahlia, et al.
Publicado: (2024)
Learning to Quantize and Precode in Massive MIMO Systems for Energy Reduction: a Graph Neural Network Approach
por: Feys, Thomas, et al.
Publicado: (2025)
por: Feys, Thomas, et al.
Publicado: (2025)
Precoder Design for User-Centric Network Massive MIMO: A Symplectic Optimization Approach
por: Lin, Pengxu, et al.
Publicado: (2025)
por: Lin, Pengxu, et al.
Publicado: (2025)
Unlocking Symbol-Level Precoding Efficiency Through Tensor Equivariant Neural Network
por: Zhang, Jinshuo, et al.
Publicado: (2025)
por: Zhang, Jinshuo, et al.
Publicado: (2025)
Interference-Aware Multiuser Hybrid Precoding for Coexistence with LEO Satellite Communication
por: Razavi, Nima, et al.
Publicado: (2025)
por: Razavi, Nima, et al.
Publicado: (2025)
Randomized Channel Sparsifying Hybrid Precoding for FDD Massive MIMO Systems
por: Tian, Chang, et al.
Publicado: (2019)
por: Tian, Chang, et al.
Publicado: (2019)
Decentralized Hybrid Precoding for Massive MU-MIMO ISAC
por: Zhu, Jun, et al.
Publicado: (2024)
por: Zhu, Jun, 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)
Graph Neural Networks for Wireless Networks: Graph Representation, Architecture and Evaluation
por: Lu, Yang, et al.
Publicado: (2024)
por: Lu, Yang, et al.
Publicado: (2024)
Neural Network-Based Single-Carrier Joint Communication and Sensing: Loss Design, Constellation Shaping and Precoding
por: Muth, Charlotte, et al.
Publicado: (2025)
por: Muth, Charlotte, et al.
Publicado: (2025)
Compression of Site-Specific Deep Neural Networks for Massive MIMO Precoding
por: Kasalaee, Ghazal, et al.
Publicado: (2025)
por: Kasalaee, Ghazal, et al.
Publicado: (2025)
Joint Spatial and Spectral Hybrid Precoding for Multi-User MIMO-OFDM Systems
por: Reyhanian, Navid, et al.
Publicado: (2025)
por: Reyhanian, Navid, et al.
Publicado: (2025)
Ejemplares similares
-
Learning Wideband User Scheduling and Hybrid Precoding with Graph Neural Networks
por: Liu, Shengjie, et al.
Publicado: (2025) -
Precoder Learning by Leveraging Unitary Equivariance Property
por: Ge, Yilun, et al.
Publicado: (2025) -
Precoder Learning for Weighted Sum Rate Maximization
por: Deng, Mingyu, et al.
Publicado: (2025) -
Association-Aware GNN for Precoder Learning in Cell-Free Systems
por: Deng, Mingyu, et al.
Publicado: (2026) -
Quantization Design for Deep Learning-Based CSI Feedback
por: Yin, Manru, et al.
Publicado: (2025)