This paper analyzes the performance of the 3rd Generation Partnership Project (3GPP)-inspired multi-cell wideband single-hop backhaul millimeter-wave-in-band-full-duplex (IBFD)-integrated access and backhaul (IAB) networks by using stochastic geometry. We model the wired-connected Next Generation NodeBs (gNBs) as the Mat\'ern hard-core point process (MHCPP) to meet the real-world deployment requirement and reduce the cost caused by wired connection in the network. We first derive association probabilities that reflect how likely the typical user-equipment is served by a gNB or an IAB-node based on the maximum long-term averaged biased-received-desired-signal power criteria. Further, by leveraging the composite Gamma-Lognormal distribution, we derive the closed-form signal to interference plus noise ratio coverage, capacity with outage, and ergodic capacity of the network. In order to avoid underestimating the noise, we consider the sidelobe gain on inter-cell interference links and the analog to digital converter quantization noise. Compared with the half-duplex transmission, numerical results show an enhanced capacity with outage and ergodic capacity provided by IBFD under successful self-interference cancellation. We also study how the power bias and density ratio of the IAB-node to gNB, and the hard-core distance can affect system performances.
翻译:本文利用随机几何理论,分析了基于第三代合作伙伴计划(3GPP)的多小区宽带单跳回传毫米波带内全双工(IBFD)集成接入与回传(IAB)网络的性能。我们将有线连接的下一代节点B(gNB)建模为Matérn硬核点过程(MHCPP),以满足实际部署需求并降低网络中有线连接带来的成本。首先,基于最大长期平均偏置接收期望信号功率准则,推导了典型用户设备由gNB或IAB节点服务的关联概率。进一步,利用复合伽马-对数正态分布,推导了网络的闭式信号干扰加噪声比覆盖、中断容量以及遍历容量。为避免低估噪声,我们考虑了小区间干扰链路的旁瓣增益和模数转换器的量化噪声。与半双工传输相比,数值结果表明,在成功自干扰消除条件下,IBFD提供了增强的中断容量和遍历容量。我们还研究了功率偏置、IAB节点与gNB的密度比以及硬核距离对系统性能的影响。