Cover Image

RS-BNN: A Deep Learning Framework for the Optimal Beamforming Design of Rate-Splitting Multiple Access

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Yiwen, Mao, Yijie, Ji, Sijie
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

Robust Max-Min Fair Beamforming Design for Rate Splitting Multiple Access-aided Visible Light Communications
by: Qiu, Zhengqing, et al.
Published: (2024)

Antenna Coding Design for Pixel Antenna Empowered Rate-Splitting Multiple Access
by: Huang, Haobo, et al.
Published: (2026)

Rate Splitting Multiple Access for Simultaneous Lightwave Information and Power Transfer
by: Qiu, Zhengqing, et al.
Published: (2025)

Distributed Rate-Splitting Multiple Access for Multilayer Satellite Communications
by: Xu, Yunnuo, et al.
Published: (2023)

Hybrid Rate-Splitting and Sparse Code Multiple Access (RS-SCMA): Design and Performance
by: Priyadarsini, Minerva, et al.
Published: (2025)

Rate-Splitting Multiple Access for Simultaneous Multi-User Communication and Multi-Target Sensing
by: Chen, Kexin, et al.
Published: (2023)

Optimization for Pinching Antennas System With Multiple Carriers and Rate Splitting Multiple Access
by: Wang, Peiyu, et al.
Published: (2026)

Deep Reinforcement Learning-Based Cooperative Rate Splitting for Satellite-to-Underground Communication Networks
by: Lin, Kaiqiang, et al.
Published: (2025)

Deep Learning Aided Beamforming for Downlink Non-Orthogonal Multiple Access Systems
by: Konstantopoulos, Georgios, et al.
Published: (2023)

Deep Reinforcement Learning Enhanced Rate-Splitting Multiple Access for Interference Mitigation
by: Irkicatal, Osman Nuri, et al.
Published: (2024)

Optimization of Rate-Splitting Multiple Access with Integrated Sensing and Backscatter Communication
by: Galappaththige, Diluka, et al.
Published: (2024)

Hierarchical Learning for IRS-Assisted MEC Systems with Rate-Splitting Multiple Access
by: Wu, Yinyu, et al.
Published: (2024)

Interference Management for Integrated Sensing and Communications: A Multiple Access Perspective
by: Chen, Kexin, et al.
Published: (2025)

Fluid Antenna-Aided Rate-Splitting Multiple Access
by: Ghadi, Farshad Rostami, et al.
Published: (2024)

Rate-Splitting Multiple Access: Finite Constellations, Receiver Design, and SIC-free Implementation
by: Zhang, Sibo, et al.
Published: (2023)

Rate Splitting Multiple Access for RIS-aided URLLC MIMO Broadcast Channels
by: Soleymani, Mohammad, et al.
Published: (2024)

Rate-Splitting Multiple Access for Non-Orthogonal Unicast Multicast: An Experimental Study
by: Lyu, Xinze, et al.
Published: (2024)

Rate-Splitting Multiple Access for Integrated Sensing and Communications: A First Experimental Study
by: Lyu, Xinze, et al.
Published: (2024)

Matched-filter Precoded Rate Splitting Multiple Access: A Simple and Energy-efficient Design
by: Zhao, Hui, et al.
Published: (2024)

Meta Reinforcement Learning for Resource Allocation in Multi-Antenna UAV Network with Rate Splitting Multiple Access
by: Zarini, Hosein, et al.
Published: (2024)

Rate-Splitting Multiple Access for Coexistence of Semantic and Bit Communications
by: Liu, Yuanwen, et al.
Published: (2024)

Uplink Rate Splitting Multiple Access with Imperfect Channel State Information and Interference Cancellation
by: Karim, Farjam, et al.
Published: (2025)

ARIS-RSMA Enhanced ISAC System: Joint Rate Splitting and Beamforming Design
by: Jin, Xin, et al.
Published: (2026)

Rate-Splitting Multiple Access for Quantized ISAC LEO Satellite Systems: A Max-Min Fair Energy-Efficient Beam Design
by: Liu, Ziang, et al.
Published: (2024)

Joint Information and Jamming Beamforming for Securing IoT Networks With Rate-Splitting
by: Qiu, Bin, et al.
Published: (2024)

Secure Rate-Splitting and RIS Beamforming with Untrusted Energy Harvesting Receivers
by: Hashempour, Hamid Reza, et al.
Published: (2026)

Rate-Splitting Multiple Access for 6G: Prototypes, Experimental Results and Link/System level Simulations
by: Aditya, Sundar, et al.
Published: (2025)

Fluid Antennas Meet Rate-Splitting Multiple Access: A New Path Forward for 6G Networks
by: Liu, Jinyuan, et al.
Published: (2026)

Coordinated Half-Duplex/Full-Duplex Cooperative Rate-Splitting Multiple Access in Multi-Cell Networks
by: Elhattab, Mohamed, et al.
Published: (2024)

Utilizing Improper Gaussian Signaling for Downlink Rate-Splitting Multiple Access with Imperfect Successive Interference Cancellation
by: Shi, Wanting, et al.
Published: (2026)

Splitting Messages in the Dark- Rate-Splitting Multiple Access for FDD Massive MIMO Without CSI Feedback
by: Kim, Namhyun, et al.
Published: (2024)

SplitMAC: Wireless Split Learning over Multiple Access Channels
by: Kim, Seonjung, et al.
Published: (2023)

Flexible Rate-Splitting Multiple Access for Near-Field Integrated Sensing and Communications
by: Zhou, Jiasi, et al.
Published: (2024)

Rate-Splitting Multiple Access with a SIC-Free Receiver: An Experimental Study
by: Sun, Guoqian, et al.
Published: (2026)

Codeword-Segmentation Rate-Splitting Multiple Access and Evaluation under Suboptimal Decoding
by: Zhang, Sibo, et al.
Published: (2025)

Synergizing Beyond Diagonal Reconfigurable Intelligent Surface and Rate-Splitting Multiple Access
by: Li, Hongyu, et al.
Published: (2023)

Coexistence of Radar and Communication with Rate-Splitting Wireless Access
by: Mishra, Anup, et al.
Published: (2024)

A Selective Secure Precoding Framework for MU-MIMO Rate-Splitting Multiple Access Networks Under Limited CSIT
by: Lee, Sangmin, et al.
Published: (2024)

Optimizing Multi-User Uplink Cooperative Rate-Splitting Multiple Access: Efficient User Pairing and Resource Allocation
by: Khisa, Shreya, et al.
Published: (2024)

Rate-Splitting Multiple Access for Overloaded Multi-group Multicast: A First Experimental Study
by: Lyu, Xinze, et al.
Published: (2024)