具有前传限制的C- RAN中可扩展的大规模随机访问

Patrick Agostini, Z. Utkovski, Jens Pilz, S. Stańczak
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引用次数: 1

摘要

大规模机器类型通信(mMTC)的大规模连接是许多5G和物联网(IoT)应用的关键推动因素。在mMTC场景中,大量低复杂度、低速率的设备零星地在共享的稀缺通信资源上进行传输。短包传输的可靠性和低延迟是主要的设计标准,需要集成新颖的网络体系结构解决方案和多种接入方法。本研究解决了云无线接入网(C-RAN)背景下大规模连接的挑战,其特点是分层结构,其中无线电单元(RUs)的部分处理功能迁移到集中式云处理器或中央单元(CU)。c - ran的主要架构约束是由连接ru和CU的容量有限的前传链路施加的。在本研究中,研究了在这种结构约束下的大规模连接传输方案的性能。特别地,提出了一种基于Gabor帧结构进行编码的非相干、无授权传输方案。前传处理是检测和转发(DtF)的一个特殊实例,其中使用一步阈值处理过程在ru上执行本地检测,然后通过容量有限的前传链路在中央处理器上合并本地估计。数值结果表明,该方案具有支持大规模、可靠的短消息随机访问的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Scalable Massive Random Access in C- RAN with Fronthaul Limitations
Massive connectivity for massive machine-type communications (mMTC) is key enabler for many 5G and Intternet-of-Things (IoT) applications. In mMTC scenarios, a large number of low-complexity, low-rate devices transmit sporadically over shared scarce communication resources. Reliability and low-latency with short packet transmissions are major design criteria that require integration of novel network architecture solutions and multiple access methods. This study addresses the challenge of massive connectivity in the context of a Cloud Radio Access Network (C-RAN), characterized by a hierarchical structure in which part of the processing functionalities of the Radio Units (RUs) are migrated to a centralized cloud processor or Central Unit (CU). A major architectural constraint of C-RANs is imposed by capacity-limited fronthaul links connecting the RUs with the CU. In this study, the performance of a transmission scheme for massive connectivity is investigated under this architectural constraint. In particular, a non-coherent, grant-free transmission scheme is proposed where the encoding is performed based on a Gabor frame structure. The fronthaul processing is a particular instance of Detect-and-Forward (DtF), where local detection at the RUs is performed using a one-step thresholding procedure, and the local estimates are then merged at the central processor via the capacity-limited fronthaul links. Numerical results illustrate the potential of the proposed scheme to support massive, reliable random access with short messages.
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