Mucchi Lorenzo, Shahabuddin Shahriar, Albreem Mahmoud A M, Abdallah Saeed, Caputo Stefano, Panayirci Erdal, Juntti Markku
Florence, 50139 Italy Dept. of Information Engineering, University of Florence.
Dallas, 75019 TX USA Mobile Networks, Nokia.
J Signal Process Syst. 2023;95(4):435-457. doi: 10.1007/s11265-022-01827-7. Epub 2023 Feb 2.
6G networks have the burden to provide not only higher performance compared to 5G, but also to enable new service domains as well as to open the door over a new paradigm of mobile communication. This paper presents an overview on the role and key challenges of signal processing (SP) in future 6G systems and networks from the conditioning of the signal at transmission to MIMO precoding and detection, from channel coding to channel estimation, from multicarrier and non-orthogonal multiple access (NOMA) to optical wireless communications and physical layer security (PLS). We describe also the core future research challenges on technologies including machine learning based 6G design, integrated communications and sensing (ISAC), and the internet of bio-nano-things.
6G网络不仅要承担提供比5G更高性能的重任,还要开启新的服务领域,并为一种新的移动通信范式打开大门。本文概述了信号处理(SP)在未来6G系统和网络中的作用及关键挑战,涵盖从信号传输时的预处理到MIMO预编码与检测,从信道编码到信道估计,从多载波和非正交多址接入(NOMA)到光无线通信及物理层安全(PLS)等方面。我们还描述了包括基于机器学习的6G设计、集成通信与传感(ISAC)以及生物纳米物联网等技术未来的核心研究挑战。