One of the major challenges with cell-free (CF) massive multiple-input multiple-output (MIMO) networks is providing backhaul links for a large number of distributed access points (APs). In general, providing fiber optics backhaul for these APs is not cost-effective and also reduces network scalability. Wireless backhauling can be a promising solution that can be integrated with wireless access links to increase spectrum efficiency. In this paper, the application of integrated access and backhaul (IAB) technique in millimeter-wave (mmWave) CF massive MIMO systems is investigated. The access and backhaul links share a frequency spectrum in the mmWave bands, and in both, hybrid beamforming techniques are adopted for signal transmission. The bandwidth allocation (division) parameter between the two link types as well as the beamforming matrices are optimized to maximize the end-to-end data-rate. This leads to a non-convex optimization problem for which an efficient solution method is proposed. The simulation results show the effectiveness of the IAB technique and our proposed scheme in CF massive MIMO systems. These simulations also compare the proposed hybrid beamforming method with a fully digital solution in terms of the number of radio frequency (RF) chains and the volume of backhaul traffic. Finally, the effect of increasing the number of APs on the users data rates in terms of wireless access and backhaul links constraints is also examined.
翻译:无细胞(CF)大规模多投入多输出网络(MIMO)的主要挑战之一是为大量分布式接入点提供回路链接。一般而言,为这些AP提供光纤反向光学反向光线并不具有成本效益,而且降低了网络的可扩缩性。无线回流可能是与无线接入链接相结合的一个大有希望的解决办法,以提高频谱效率。在本文件中,正在调查在毫米波(mmWave)大规模MIMO系统中应用综合接入和回路技术(IAB)后向优化技术。访问和回路链接在毫米瓦夫频带中共享频谱。一般而言,为这些APA提供光纤反向光导,为信号传输采用混合波形成型技术。两种链接类型之间的带宽分配(Dvision)参数以及信号成型矩阵可以优化,以尽量扩大端对端至端数据率。这导致了一个非conx优化问题,为此提出了高效的解决方案。模拟结果表明,IAB技术的有效性以及我们提议的在IMF 大规模访问系统(IMF) 的拟议数字化数据传输系统(IMF) 的计算中,这也是对IMFMLMLM系统的拟议数字分析。