SLNR-Based Private Precoding for RSMA Systems: Analysis and Performance Evaluation

IF 1.8 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Dmitriy Pokamestov, Artem Shinkevich, Yakov Kryukov, Georgiy Shalin, Sergey Zemlyanukhin, Alexander Filatov
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引用次数: 0

Abstract

This paper investigates signal-to-leakage-and-noise ratio (SLNR) precoding for private streams in the downlink of a multiple-input single-output (MISO) rate-splitting multiple access (RSMA) system. The common stream is designed using a multistart gradient-ascent method, whereas the private precoders are obtained analytically using SLNR. For comparison, the analytical zero-forcing (ZF) method and the numerical iterative successive null-space (SNS) and weighted minimum mean-square error (WMMSE) methods are also considered for private-stream precoding. The study accounts for imperfect CSIT, spatial correlation, and different numbers of base-station antennas. Simulations are conducted under an equal-rate strategy for different SNR and correlation levels. The results indicate that SLNR outperforms ZF and SNS in the correlated channels considered and is more robust to CSI errors. Although SLNR performs slightly below WMMSE, it has substantially lower computational complexity. The results demonstrate that SLNR is a practical, low-complexity solution for private-stream precoding in next-generation RSMA systems, including 6G scenarios.

基于slnr的RSMA系统私有预编码:分析与性能评估
研究了多输入单输出(MISO)分频多址(RSMA)系统下行链路专用流的信噪比预编码。通用码流采用多启动梯度上升法设计,专用码流采用单反比解析法获得。为了比较,还考虑了解析零强迫(ZF)方法和数值迭代连续零空间(SNS)和加权最小均方误差(WMMSE)方法用于私有流预编码。该研究考虑了不完善的CSIT、空间相关性和不同数量的基站天线。在不同信噪比和相关水平的等率策略下进行了仿真。结果表明,SLNR在考虑的相关信道中优于ZF和SNS,对CSI误差具有更强的鲁棒性。虽然SLNR的性能略低于WMMSE,但它的计算复杂度大大降低。结果表明,SLNR是下一代RSMA系统(包括6G场景)中私有流预编码的实用、低复杂性解决方案。
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来源期刊
CiteScore
5.90
自引率
9.50%
发文量
323
审稿时长
7.9 months
期刊介绍: The International Journal of Communication Systems provides a forum for R&D, open to researchers from all types of institutions and organisations worldwide, aimed at the increasingly important area of communication technology. The Journal''s emphasis is particularly on the issues impacting behaviour at the system, service and management levels. Published twelve times a year, it provides coverage of advances that have a significant potential to impact the immense technical and commercial opportunities in the communications sector. The International Journal of Communication Systems strives to select a balance of contributions that promotes technical innovation allied to practical relevance across the range of system types and issues. The Journal addresses both public communication systems (Telecommunication, mobile, Internet, and Cable TV) and private systems (Intranets, enterprise networks, LANs, MANs, WANs). The following key areas and issues are regularly covered: -Transmission/Switching/Distribution technologies (ATM, SDH, TCP/IP, routers, DSL, cable modems, VoD, VoIP, WDM, etc.) -System control, network/service management -Network and Internet protocols and standards -Client-server, distributed and Web-based communication systems -Broadband and multimedia systems and applications, with a focus on increased service variety and interactivity -Trials of advanced systems and services; their implementation and evaluation -Novel concepts and improvements in technique; their theoretical basis and performance analysis using measurement/testing, modelling and simulation -Performance evaluation issues and methods.
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