{"title":"SLNR-Based Private Precoding for RSMA Systems: Analysis and Performance Evaluation","authors":"Dmitriy Pokamestov, Artem Shinkevich, Yakov Kryukov, Georgiy Shalin, Sergey Zemlyanukhin, Alexander Filatov","doi":"10.1002/dac.70606","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>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.</p>\n </div>","PeriodicalId":13946,"journal":{"name":"International Journal of Communication Systems","volume":"39 16","pages":""},"PeriodicalIF":1.8000,"publicationDate":"2026-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Communication Systems","FirstCategoryId":"94","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/dac.70606","RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
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.
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.