无线缓存辅助分频多址的分析与策略

IF 4.4 3区 计算机科学 Q2 TELECOMMUNICATIONS IEEE Communications Letters Pub Date : 2024-12-09 DOI:10.1109/LCOMM.2024.3512621
Anagha K. Kowshik;Sanjeev Gurugopinath;Sami Muhaidat
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引用次数: 0

摘要

6G网络中越来越多的连接设备需要先进的多址(MA)技术和缓存策略来有效地管理干扰并提高数据速率。缓存通过将频繁请求的内容存储在网络边缘、减少延迟和缓解回程拥塞,提供了一个很有前途的解决方案。将缓存与MA技术集成对于实现下一代网络至关重要。由于其在管理干扰和提高频谱效率方面的灵活性,速率分割MA (RSMA)最近成为未来网络的关键候选。本文研究了缓存辅助RSMA (CA-RSMA)系统的性能,以提高信噪比。配备多天线的发射机使用叠加编码,两个配备单天线的接收机使用其缓存内容来消除干扰,从而提高了信噪比。我们推导了关键指标的解析表达式,包括CA-RSMA的成功解码概率(PSD)、中断概率(OP)、速率区域和加权和速率(WSR)。在此基础上,提出了基于功率分配系数的PSD和WSR最大化约束优化问题。仿真结果验证了我们的分析,并且我们表明CA-RSMA在考虑的指标方面优于传统的RSMA,非正交多址(NOMA),空分多址。性能比较表明,CA-RSMA以牺牲PSD为代价在RR和WSR方面优于CA-NOMA。
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Analysis and Strategies of Wireless Caching-Assisted Rate-Splitting Multiple Access
The growing number of connected devices in 6G networks requires advanced multiple access (MA) techniques and caching strategies to efficiently manage interference and enhance data rates. Caching offers a promising solution by storing frequently requested content at the network edge, reducing latency and alleviating backhaul congestion. Integrating caching with MA techniques is paramount for realizing the next-generation networks. Rate-splitting MA (RSMA) has emerged recently as a key candidate for future networks, due to its flexibility in managing interference and enhancing spectral efficiency. This paper presents a study on the performance of cache-aided RSMA (CA-RSMA) systems, which enhances the signal-to-noise-plus-interference (SINR) ratio. A multi-antenna equipped transmitter uses superposition coding, and two single-antenna equipped receivers use their cached content to remove the interference, which improves the SINR. We derive analytical expressions for key metrics, including probability of successful decoding (PSD), outage probability (OP), rate region and the weighted sum rate (WSR) for CA-RSMA. Furthermore, we formulate constrained optimization problems to maximize the PSD and WSR, in terms of the power allocation coefficients. Simulation results validate our analysis, and we show that CA-RSMA outperforms the conventional RSMA, non-orthogonal multiple access (NOMA), space-division multiple access, in terms of the considered metrics. A performance comparison shows that CA-RSMA outperforms CA-NOMA in terms of RR and WSR at an expense of PSD.
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来源期刊
IEEE Communications Letters
IEEE Communications Letters 工程技术-电信学
CiteScore
8.10
自引率
7.30%
发文量
590
审稿时长
2.8 months
期刊介绍: The IEEE Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of communication over different media and channels including wire, underground, waveguide, optical fiber, and storage channels. 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 communication systems.
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