On the Performance Analysis of Full-Duplex Cell-Free Massive MIMO With User Mobility and Imperfect CSI

IF 8.3 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Communications Pub Date : 2024-11-01 DOI:10.1109/TCOMM.2024.3490503
Sravani Kurma;Keshav Singh;Prabhat Kumar Sharma;Chih-Peng Li;Theodoros A. Tsiftsis
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Abstract

One of the disruptive communication technologies for sixth-generation (6G) wireless networks is cell-free massive multiple-input multiple-output (CF-mMIMO), which is capable to control inter-cell interference in MIMO systems. This paper investigates the performance of a full-duplex (FD) CF-mMIMO systems with practical limited-capacity fronthaul links. The proposed system employs a large number of M distributed FD APs, arbitrarily distributed $K_{d}$ downlink (DL) and $K_{u}$ uplink (UL) half-duplex (HD) single-antenna equipped user terminals (UEs), and a central processing unit (CPU). To exploit the energy efficiency and potential throughput gains of FD systems, each AP is linked to the CPU through a fronthaul link with limited capacity that handles the quantized UL/DL data to/from the CPU. Each AP is expected to support K HD UEs on the same spectrum resource, where $K = (K_{u} + K_{d})$ . Imperfect channel state information and the mobility of the UEs are also considered. A closed-form expression for the outage probability is derived using the optimal uniform quantization and maximum-ratio combining/maximum-ratio transmission considering the Welch-Satterthwaite approximation. Additionally, the asymptotic and infinite-M outage expressions for the proposed system are analytically studied and verified via Monte Carlo simulation. Simulation results demonstrate the relationship between the improved outage performance and uniform quality of service (QoS) for all UEs. Moreover, this analysis provides valuable insights into the behavior of FD-CF-mMIMO system and underscores the importance of providing a uniform QoS to all UEs in improving the overall performance of the system.
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关于具有用户移动性和不完美 CSI 的全双工无小区大规模 MIMO 性能分析
无小区大规模多输入多输出(CF-mMIMO)是第六代(6G)无线网络的颠覆性通信技术之一,它能够控制MIMO系统中的小区间干扰。本文研究了具有实际有限容量前传链路的全双工(FD) CF-mMIMO系统的性能。该系统采用大量M个分布式FD ap,任意分布的$K_{d}$下行(DL)和$K_{u}$上行(UL)半双工(HD)单天线用户终端(ue),以及一个中央处理器(CPU)。为了利用FD系统的能源效率和潜在的吞吐量增益,每个AP通过有限容量的前传链路连接到CPU,该前传链路处理量化的UL/DL数据到CPU。期望每个AP在同一频谱资源上支持K个HD ue,其中$K = (K_{u} + K_{d})$。还考虑了不完全信道状态信息和终端的可移动性。考虑Welch-Satterthwaite近似,利用最优均匀量化和最大比值组合/最大比值传输,导出了停电概率的封闭表达式。此外,分析研究了所提系统的渐近和无穷m中断表达式,并通过蒙特卡罗仿真进行了验证。仿真结果证明了改进的中断性能与所有终端的统一服务质量(QoS)之间的关系。此外,该分析为FD-CF-mMIMO系统的行为提供了有价值的见解,并强调了为所有ue提供统一的QoS对提高系统整体性能的重要性。
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来源期刊
IEEE Transactions on Communications
IEEE Transactions on Communications 工程技术-电信学
CiteScore
16.10
自引率
8.40%
发文量
528
审稿时长
4.1 months
期刊介绍: The IEEE Transactions on Communications is dedicated to publishing high-quality manuscripts that showcase advancements in the state-of-the-art of telecommunications. Our scope encompasses all aspects of telecommunications, including telephone, telegraphy, facsimile, and television, facilitated by electromagnetic propagation methods such as radio, wire, aerial, underground, coaxial, and submarine cables, as well as waveguides, communication satellites, and lasers. We cover telecommunications in various settings, including marine, aeronautical, space, and fixed station services, addressing topics such as repeaters, radio relaying, signal storage, regeneration, error detection and correction, multiplexing, carrier techniques, communication switching systems, data communications, and communication theory. Join us in advancing the field of telecommunications through groundbreaking research and innovation.
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