Image de couverture de livre

Neural Network Based Optimization of Transmit Beamforming and RIS Coefficients Using Channel Covariances in MISO Downlink

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Kyaw, Khin Thandar, Santipach, Wiroonsak, Mamat, Kritsada, Kaemarungsi, Kamol, Fukawa, Kazuhiko, Wuttisittikulkij, Lunchakorn
Format:	Preprint
Publié:	2023
Sujets:	Information Theory Signal Processing
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Secure SWIPT in the Multiuser STAR-RIS Aided MISO Rate Splitting Downlink
par: Hashempour, Hamid Reza, et autres
Publié: (2022)

ICGNN: Graph Neural Network Enabled Scalable Beamforming for MISO Interference Channels
par: He, Changpeng, et autres
Publié: (2025)

A Practical Beamforming Design for Active RIS-assisted MU-MISO Systems
par: Yang, Yun, et autres
Publié: (2024)

Energy Efficiency Comparison of RIS Architectures in MISO Broadcast Channels
par: Soleymani, Mohammad, et autres
Publié: (2024)

Transmit Beampattern Synthesis for Active RIS-Aided MIMO Radar via Waveform and Beamforming Optimization
par: Chen, Shengyao, et autres
Publié: (2024)

Sum-Rate Maximization of RIS-Aided Digital and Holographic Beamformers in MU-MISO Systems
par: Gadamsetty, Pavan Kumar, et autres
Publié: (2024)

Site-Specific Channel Modeling and Optimization of RIS-Assisted Multiuser MISO Systems
par: Liu, Ziqi, et autres
Publié: (2026)

Downlink Beamforming Design for NOMA Using Convolutional Neural Networks
par: Li, Chentong, et autres
Publié: (2026)

RIS-assisted Multiuser MISO Transmission and the Impact of Imperfect Channel Estimation
par: Moreno-Locubiche, Ainna Yue, et autres
Publié: (2026)

Fast and Scalable Beamforming for RIS-Assisted Downlink Multi-group Multicasting
par: Ebrahimi, Mohammad, et autres
Publié: (2023)

Joint Beamforming and Position Optimization for Movable-Antenna and Movable-Element RIS-Aided Full-Duplex 6G MISO Systems
par: Hokmabadi, Ayda Nodel, et autres
Publié: (2026)

Scalable RIS-Aided Beamforming Strategies for Near-Field MU-MISO via Multi-Antenna Feeder
par: Torcolacci, Giulia, et autres
Publié: (2025)

On the Joint Beamforming Design for Large-scale Downlink RIS-assisted Multiuser MIMO Systems
par: Bahingayi, Eduard E., et autres
Publié: (2024)

Graph Neural Network based Active and Passive Beamforming for Distributed STAR-RIS-Assisted Multi-User MISO Systems
par: Le, Ha An, et autres
Publié: (2024)

Joint Transmit Beamforming and Reflection Optimization for Beyond Diagonal RIS Aided Multi-Cell MIMO Communication
par: Zheng, Shuo, et autres
Publié: (2025)

Robust Consensus-Based Distributed Beamforming for Wideband Cell-free Multi-RIS MISO Systems
par: Katsanos, Konstantinos D., et autres
Publié: (2026)

Flexible Cylindrical Arrays with Movable Antennas for MISO System: Beamforming and Position Optimization
par: Guo, Jiahe, et autres
Publié: (2025)

Achievable Rate Optimization for Large Flexible Intelligent Metasurface Assisted Downlink MISO under Statistical CSI
par: He, Ling, et autres
Publié: (2026)

Wireless Energy Transfer Beamforming Optimization for Intelligent Transmitting Surface
par: Rosabal, Osmel Martínez, et autres
Publié: (2025)

Joint Downlink-Uplink Channel Estimation for Non-Reciprocal RIS-Assisted Communications
par: Gomes, Paulo R. B., et autres
Publié: (2024)

Low-Complexity Joint Beamforming for RIS-Assisted MU-MISO Systems Based on Model-Driven Deep Learning
par: Jin, Weijie, et autres
Publié: (2023)

Unsupervised Learning for AoD Estimation in MISO Downlink LoS Transmissions
par: Li, Jiaying, et autres
Publié: (2025)

Unsupervised Learning-Based Joint Resource Allocation and Beamforming Design for RIS-Assisted MISO-OFDMA Systems
par: Ma, Yu, et autres
Publié: (2025)

Double-Side Polarization and Beamforming Alignment in Polarization Reconfigurable MISO System with Deep Neural Networks
par: Oh, Seungcheol, et autres
Publié: (2024)

On Secrecy Performance of RIS-Assisted MISO Systems over Rician Channels with Spatially Random Eavesdroppers
par: Shi, Wei, et autres
Publié: (2023)

Downlink Channel Covariance Matrix Reconstruction for FDD Massive MIMO Systems with Limited Feedback
par: Li, Kai, et autres
Publié: (2022)

Parallax QAMA: Novel Downlink Multiple Access for MISO Systems with Simple Receivers
par: Huang, Jie, et autres
Publié: (2025)

Two-timescale Beamforming Optimization for Downlink Multi-user Holographic MIMO Surfaces
par: Wu, Haochen, et autres
Publié: (2025)

CSIT-Free Downlink Transmission for mmWave MU-MISO Systems in High-Mobility Scenario
par: Lee, Jeongjae, et autres
Publié: (2025)

Downlink Channel Covariance Matrix Estimation via Representation Learning with Graph Regularization
par: Zerin, Melih Can, et autres
Publié: (2024)

Channel Estimation and Beamforming Design for MF-RIS-Aided Communication Systems
par: Pan, Zaihao, et autres
Publié: (2025)

Mutual Coupling-Aware Channel Estimation and Beamforming for RIS-Assisted Communications
par: Zheng, Pinjun, et autres
Publié: (2024)

Secure Analog Beamforming for Multi-user MISO Systems with Movable Antennas
par: Xiong, Weijie, et autres
Publié: (2025)

Quantization-Aware EE Optimization and SE-EE Tradeoff for MiLAC-Aided MU-MISO Beamforming
par: Zhang, Yuchen, et autres
Publié: (2026)

Max-Min Rate Optimization for Multigroup Multicast MISO Systems Via Novel Transmissive RIS Transceiver
par: Guo, Yuan, et autres
Publié: (2025)

AI-enabled STAR-RIS aided MISO ISAC Secure Communications
par: Zhu, Zhengyu, et autres
Publié: (2024)

Optimal RIS Placement in Multi-User MISO Systems with User Randomness
par: Rajasekaran, Abhishek, et autres
Publié: (2025)

Transmit Beamforming for High-Rate Underwater Acoustic Communications
par: Cuji, Diego A., et autres
Publié: (2026)

Transmit Beamforming Design for ISAC with Stacked Intelligent Metasurfaces
par: Li, Shunyu, et autres
Publié: (2024)

Robust Beamforming Optimization for STAR-RIS Empowered Multi-User RSMA Under Hardware Imperfections and Channel Uncertainty
par: Asif, Muhammad, et autres
Publié: (2025)