arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2107.03059cs.NIeess.SP
收藏

蜂窝、广域和非地面IoT:关于5G进展和迈向6G之路的调查

Cellular, Wide-Area, and Non-Terrestrial IoT: A Survey on 5G Advances and the Road Towards 6G

Mojtaba Vaezi, Amin Azari, Saeed R. Khosravirad, Mahyar Shirvanimoghaddam, M. Mahdi Azari, Danai Chasaki, Petar Popovski

摘要:

无线技术的下一波浪潮正在扩散,将事物相互连接以及与人类连接。在物联网(IoT)时代,数十亿个传感器、机器、车辆、无人机和机器人将被连接起来,使我们周围的世界变得更加智能。物联网将包括必须无线传输从环境中收集的各种数据集以用于无数新应用的设备。最终目标是从这些数据中提取见解,并开发解决方案,提高生活质量并创造新的收入。提供大规模、持久、可靠和近实时的连接是实现智能互联世界的主要挑战。本文对现有和新兴的通信解决方案进行了全面的调查,这些解决方案用于在蜂窝、广域以及非地面网络的背景下为物联网应用提供服务。具体地,提出了用于在第五代(5G)和超越蜂窝网络以及非授权频谱上的通信网络中提供IoT接入的无线技术增强。根据5G及5G以后网络的主要关键性能指标,我们研究了能够实现当前和未来物联网网络的能效、可靠性、低延迟和可扩展性(连接密度)的解决方案和标准。这些解决方案包括用于短分组通信的免授权接入和信道编码、非正交多址接入和设备上智能。此外,提供了21世纪30年代通信网络新范式转变的愿景,并阐述了相关新技术(如人工智能、非地面网络和新频谱)的集成。最后,指出了未来5G物联网网络的研究方向。

英文摘要:

The next wave of wireless technologies is proliferating in connecting things among themselves as well as to humans. In the era of the Internet of things (IoT), billions of sensors, machines, vehicles, drones, and robots will be connected, making the world around us smarter. The IoT will encompass devices that must wirelessly communicate a diverse set of data gathered from the environment for myriad new applications. The ultimate goal is to extract insights from this data and develop solutions that improve quality of life and generate new revenue. Providing large-scale, long-lasting, reliable, and near real-time connectivity is the major challenge in enabling a smart connected world. This paper provides a comprehensive survey on existing and emerging communication solutions for serving IoT applications in the context of cellular, wide-area, as well as non-terrestrial networks. Specifically, wireless technology enhancements for providing IoT access in fifth-generation (5G) and beyond cellular networks, and communication networks over the unlicensed spectrum are presented. Aligned with the main key performance indicators of 5G and beyond 5G networks, we investigate solutions and standards that enable energy efficiency, reliability, low latency, and scalability (connection density) of current and future IoT networks. The solutions include grant-free access and channel coding for short-packet communications, non-orthogonal multiple access, and on-device intelligence. Further, a vision of new paradigm shifts in communication networks in the 2030s is provided, and the integration of the associated new technologies like artificial intelligence, non-terrestrial networks, and new spectra is elaborated. Finally, future research directions toward beyond 5G IoT networks are pointed out.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑