论文标题
MMWave系统中的集成通信和本地化
Integrated Communication and Localization in mmWave Systems
论文作者
论文摘要
由于第五代(5G)移动通信系统正在商业化,因此已经对5G和第六代移动通信系统的演变进行了广泛的研究。未来的移动通信系统显然正在发展朝着更聪明,更智能的功能范式发展,该功能范式可以提供无处不在的通信以及感知,控制和优化无线环境。因此,通过利用毫米波(MMWave)的高方向传输特性来整合通信和定位是一条有前途的途径。这种方法不仅扩大了通信系统的本地化功能,而且还提供了增强交流的新概念和机会。在本文中,我们解释了MMWave系统中的集成通信和本地化,其中这些过程共享相同的硬件体系结构和算法。我们还概述了关键启用技术和本地化的基本知识。然后,我们提供了两个有希望的方向,用于使用极大的天线阵列和基于模型的神经网络进行定位研究。我们还讨论了有关位置辅助MMWave通信的全面指南,以渠道估计,渠道状态信息反馈,梁跟踪,同步,干扰控制,资源分配和用户选择。最后,本文概述了综合系统中互动和本地化的相互帮助和加强的未来趋势。
As the fifth-generation (5G) mobile communication system is being commercialized, extensive studies on the evolution of 5G and sixth-generation mobile communication systems have been conducted. Future mobile communication systems are evidently evolving towards a more intelligent and software-reconfigurable functionality paradigm that can provide ubiquitous communication and also sense, control, and optimize wireless environments. Thus, integrating communication and localization by utilizing the highly directional transmission characteristics of millimeter-wave (mmWave) is a promising route. This approach not only expands the localization capabilities of a communication system but also provides new concepts and opportunities to enhance communication. In this paper, we explain the integrated communication and localization in mmWave systems, in which these processes share the same set of hardware architecture and algorithm. We also perform an overview of the key enabling technologies and the basic knowledge on localization. Then, we provide two promising directions for studies on localization with extremely large antenna array and model-based neural networks. We also discuss a comprehensive guidance for location-assisted mmWave communications in terms of channel estimation, channel state information feedback, beam tracking, synchronization, interference control, resource allocation, and user selection. Finally, this paper outlines the future trends on the mutual assistance and enhancement of communication and localization in integrated systems.