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Future Ultra-Dense LEO Satellite Networks: A Cell-Free Massive MIMO Approach
arXiv - CS - Systems and Control Pub Date : 2021-06-17 , DOI: arxiv-2106.09837
Mohammed Y. Abdelsadek, Halim Yanikomeroglu, Gunes Karabulut Kurt

Low Earth orbit (LEO) satellite networks (SatNets) are envisioned to play a crucial role in providing global and ubiquitous connectivity efficiently. Accordingly, in the coming years, thousands of LEO satellites will be launched to create ultradense LEO mega-constellations, and the Third Generation Partnership Project (3GPP) is working on evolving fifth-generation (5G) systems to support such non-terrestrial networks (NTN). However, many challenges are associated with the deployment of LEOs from communications and networking perspectives. In this paper, we propose a novel cell-free massive multiple-input multiple-output (CF-mMIMO) based architecture for future ultra-dense LEO SatNets. We discuss various aspects of network design, such as duplexing mode, pilot assignment, beamforming, and handover management. In addition, we propose a joint optimization framework for the power allocation and handover management processes to maximize the network throughput and minimize the handover rate while ensuring quality-of-service (QoS) satisfaction for users. To the best of our knowledge, this is the first work to introduce and study CF-mMIMO-based LEO SatNets. Extensive simulation results demonstrate the superior performance of the proposed architecture and solutions compared to those of conventional single-satellite connectivity and handover techniques from the literature.

中文翻译:

未来超密集低轨卫星网络:无蜂窝大规模 MIMO 方法

低地球轨道 (LEO) 卫星网络 (SatNets) 被设想在有效提供全球和无处不在的连接方面发挥关键作用。因此,在未来几年内,将发射数以千计的 LEO 卫星以创建超密集 LEO 巨型星座,而第三代合作伙伴计划 (3GPP) 正致力于发展第五代 (5G) 系统以支持此类非地面网络( NTN)。然而,从通信和网络的角度来看,许多挑战与 LEO 的部署有关。在本文中,我们为未来的超密集 LEO 卫星网络提出了一种新型的基于无细胞大规模多输入多输出 (CF-mMIMO) 的架构。我们讨论了网络设计的各个方面,例如双工模式、导频分配、波束成形和切换管理。此外,我们为功率分配和切换管理过程提出了一个联合优化框架,以最大化网络吞吐量并最小化切换率,同时确保用户的服务质量(QoS)满意度。据我们所知,这是第一项介绍和研究基于 CF-mMIMO 的 LEO SatNets 的工作。广泛的仿真结果表明,与文献中的传统单卫星连接和切换技术相比,所提出的架构和解决方案具有卓越的性能。
更新日期:2021-06-25
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