Uplink Rate Splitting Multiple Access With Imperfect Channel State Information and Interference Cancellation

IF 5.5 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Wireless Communications Letters Pub Date : 2025-02-04 DOI:10.1109/LWC.2025.3538800
Farjam Karim;Nurul Huda Mahmood;Arthur S. de Sena;Deepak Kumar;Bruno Clerckx;Matti Latva-Aho
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Abstract

This letter investigates the performance of uplink rate splitting multiple access (RSMA) in a two-user scenario, addressing an under-explored domain compared to its downlink counterpart. Specifically, we derive closed-form expressions for the outage probability, throughput, and asymptotic outage behavior of uplink users, considering imperfect channel state information at the receiver (CSIR) and successive interference cancellation (SIC). We validate the accuracy of these derived expressions using Monte Carlo simulations. Our findings reveal that at low transmit power levels, imperfect CSIR significantly affects system performance more severely than SIC imperfections. However, as the transmit power increases, the impact of imperfect CSIR diminishes, while the influence of SIC imperfections becomes more pronounced. Moreover, we highlight the impact of the rate allocation factor on user performance. Finally, our comparison with non-orthogonal multiple access (NOMA) highlights the outage performance trade-offs between RSMA and NOMA. RSMA proves to be more effective in managing imperfect CSIR and enhances performance through strategic message splitting, resulting in more robust communication.
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不完全信道状态信息下的上行分频多址与干扰消除
本文研究了双用户场景下上行速率拆分多址(RSMA)的性能,与下行链路相比,解决了一个未开发的域。具体而言,我们推导了考虑接收端不完全信道状态信息(CSIR)和连续干扰消除(SIC)的上行链路用户的中断概率、吞吐量和渐近中断行为的封闭表达式。我们用蒙特卡罗模拟验证了这些推导表达式的准确性。我们的研究结果表明,在低发射功率水平下,不完善的CSIR比SIC缺陷对系统性能的影响更严重。然而,随着发射功率的增加,CSIR缺陷的影响减小,而SIC缺陷的影响变得更加明显。此外,我们强调了速率分配因子对用户性能的影响。最后,我们与非正交多址(NOMA)的比较突出了RSMA和NOMA之间的中断性能权衡。事实证明,RSMA在管理不完善的CSIR方面更有效,并通过战略性消息分离提高了性能,从而实现了更健壮的通信。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Wireless Communications Letters
IEEE Wireless Communications Letters Engineering-Electrical and Electronic Engineering
CiteScore
12.30
自引率
6.30%
发文量
481
期刊介绍: IEEE Wireless Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of wireless communications. Both theoretical contributions (including new techniques, concepts, and analyses) and practical contributions (including system experiments and prototypes, and new applications) are encouraged. This journal focuses on the physical layer and the link layer of wireless communication systems.
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