论文标题

多用户NOMA无线驱动的MMTC网络的性能分析:一种随机几何方法

Performance Analysis of Multi-user NOMA Wireless-Powered mMTC Networks: A Stochastic Geometry Approach

论文作者

Nguyen, Thanh-Luan, Do, Tri Nhu, Kaddoum, Georges

论文摘要

在本文中,我们旨在提高具有不同类型的MTC设备(MTCD)的机器类型通信(MTC)网络的连接性,可扩展性和能源效率,即具有不同通信目的的I型和II型MTCD。为此,我们提出了两种称为以连接为导向的机器类型通信(COM)和面向质量的机器类型通信(QOM)的传输方案,这些方案考虑了基于随机几何的部署以及MTCD的随机活动/非活动状态。具体而言,在提出的方案中,主动I型MTCD使用新型Bernoulli随机过程的同时无线信息和功率传递(SWIPT)架构进行操作。接下来,利用多用户功率域非正交多访问(PD-NOMA),每个主动类型I MTCD可以同时与其他类型I MTCD和可扩展数量的II型MTCD进行通信。在对拟议方案的性能分析中,我们证明了QOM方案中接收力在II MTCD上的真实分布可以通过SINGH-MADDALA分布来近似。利用这一独特的统计发现,我们得出了大规模MTC(MMTC)网络的中断概率(OP)和汇总的近似闭合表达式。通过数值结果,我们表明所提出的方案比常规MMTC网络提供了相当大的汇总增益。

In this paper, we aim to improve the connectivity, scalability, and energy efficiency of machine-type communication (MTC) networks with different types of MTC devices (MTCDs), namely Type-I and Type-II MTCDs, which have different communication purposes. To this end, we propose two transmission schemes called connectivity-oriented machine-type communication (CoM) and quality-oriented machine-type communication (QoM), which take into account the stochastic geometry-based deployment and the random active/inactive status of MTCDs. Specifically, in the proposed schemes, the active Type-I MTCDs operate using a novel Bernoulli random process-based simultaneous wireless information and power transfer (SWIPT) architecture. Next, utilizing multi-user power-domain non-orthogonal multiple access (PD-NOMA), each active Type-I MTCD can simultaneously communicate with another Type-I MTCD and a scalable number of Type-II MTCDs. In the performance analysis of the proposed schemes, we prove that the true distribution of the received power at a Type-II MTCD in the QoM scheme can be approximated by the Singh-Maddala distribution. Exploiting this unique statistical finding, we derive approximate closed-form expressions for the outage probability (OP) and sum-throughput of massive MTC (mMTC) networks. Through numerical results, we show that the proposed schemes provide a considerable sum-throughput gain over conventional mMTC networks.

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