Receiver Architecture Design and Analysis for NOMA-Based Multi-User Communication Systems

IF 10.7 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Wireless Communications Pub Date : 2025-03-17 DOI:10.1109/TWC.2025.3549076
Shimaa Naser;Sami Muhaidat;Zhiguo Ding
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Abstract

The sixth-generation (6G) wireless network aims to deliver remarkable advancements in system throughput, energy efficiency, traffic capacity per area, spectral efficiency, and low latency. Achieving these goals requires a highly adaptable radio interface capable of efficiently managing limited frequency resources, necessitating the development of new multiple access techniques and waveforms. In large-bandwidth multi-user networks, intersymbol interference (ISI) and inter-user interference (IUI) pose significant design challenges. Time reversal (TR) has emerged as a promising waveform candidate for 6G, as it focuses signal energy in both the time and space domains within multipath environments. Meanwhile, non-orthogonal multiple access (NOMA) offers high spectral efficiency and improved connectivity by serving multiple users over the same time-frequency-code resources. This paper explores the integration of NOMA and TR to address these challenges and proposes, for the first time in the literature, a novel receiver architecture for downlink NOMA-based TR communications, which does not require precoding at the transmitter. Specifically, power-domain NOMA is employed at the transmitter, and TR filtering is applied at each receiver. We derive novel approximated expressions for the pairwise error probability (PEP), a key element in determining the union bound on the bit error rate (BER), to assess user performance. Extensive Monte Carlo simulations are carried out to validate these analytical expressions, providing critical insights into the error rate performance for each user. Additionally, we evaluate the performance gains of the proposed NOMA-based TR receiver over the orthogonal multiple access scheme, known as time-reversal multiple access (TRMA). Results show that our approach significantly outperforms TRMA in terms of BER, particularly in sparse multipath environments, with an average BER improvement of 73.5% to 98.31%. Furthermore, our findings reveal that at high signal-to-noise ratios, the diversity gain for a specific user is proportional to the product of the user’s order, determined by its channel strength, and the number of its channel taps.
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基于noma的多用户通信系统接收机体系结构设计与分析
第六代(6G)无线网络旨在实现系统吞吐量、能源效率、每个区域的流量容量、频谱效率和低延迟方面的显著进步。实现这些目标需要一个高度适应性的无线电接口,能够有效地管理有限的频率资源,这就需要开发新的多址技术和波形。在大带宽多用户网络中,码间干扰(ISI)和用户间干扰(IUI)构成了重大的设计挑战。时间反转(TR)已成为一种很有前途的6G波形候选者,因为它在多径环境中将信号能量集中在时间和空间域。同时,非正交多址(NOMA)通过在相同的时频码资源上服务多个用户,提供了高频谱效率和改进的连通性。本文探讨了NOMA和TR的集成来解决这些挑战,并在文献中首次提出了一种用于下行链路基于NOMA的TR通信的新型接收器架构,该架构不需要在发送端进行预编码。具体来说,在发送端采用功率域NOMA,在每个接收端采用TR滤波。我们为确定误码率(BER)的联合界的关键因素对错误率(PEP)导出了新的近似表达式,以评估用户性能。进行了大量的蒙特卡罗模拟来验证这些解析表达式,为每个用户的错误率性能提供了关键的见解。此外,我们评估了所提出的基于noma的TR接收机相对于正交多址方案(即时间反转多址(TRMA))的性能增益。结果表明,我们的方法在误码率方面明显优于TRMA,特别是在稀疏多径环境下,平均误码率提高了73.5%至98.31%。此外,我们的研究结果表明,在高信噪比下,特定用户的分集增益与用户订单的乘积成正比,由其信道强度和信道抽头数量决定。
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来源期刊
CiteScore
18.60
自引率
10.60%
发文量
708
审稿时长
5.6 months
期刊介绍: The IEEE Transactions on Wireless Communications is a prestigious publication that showcases cutting-edge advancements in wireless communications. It welcomes both theoretical and practical contributions in various areas. The scope of the Transactions encompasses a wide range of topics, including modulation and coding, detection and estimation, propagation and channel characterization, and diversity techniques. The journal also emphasizes the physical and link layer communication aspects of network architectures and protocols. The journal is open to papers on specific topics or non-traditional topics related to specific application areas. This includes simulation tools and methodologies, orthogonal frequency division multiplexing, MIMO systems, and wireless over optical technologies. Overall, the IEEE Transactions on Wireless Communications serves as a platform for high-quality manuscripts that push the boundaries of wireless communications and contribute to advancements in the field.
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