Signal Processing Techniques for 6G

被引:0
作者
Lorenzo Mucchi
Shahriar Shahabuddin
Mahmoud A. M. Albreem
Saeed Abdallah
Stefano Caputo
Erdal Panayirci
Markku Juntti
机构
[1] University of Florence,Dept. of Information Engineering
[2] Nokia,Mobile Networks
[3] University of Sharjah,Dept. of Electrical Engineering
[4] Kadir Has Univ.,Dept. of Electrical and Electronics Engineering
[5] University of Oulu,Centre for Wireless Communications
来源
Journal of Signal Processing Systems | 2023年 / 95卷
关键词
6G; Signal processing; MIMO; Optical wireless communications; Internet of bio nano things;
D O I
暂无
中图分类号
学科分类号
摘要
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.
引用
收藏
页码:435 / 457
页数:22
相关论文
共 449 条
[1]  
Huang T(2019)A survey on green 6G network: Architecture and technologies IEEE Access 7 175758-175768
[2]  
Yang W(2020)6G wireless communication systems: Applications, requirements, technologies, challenges, and research directions IEEE Open Journal of the Communications Society 1 957-975
[3]  
Wu J(2020)A vision of 6G wireless systems: Applications, trends, technologies, and open research problems IEEE Network 34 134-142
[4]  
Ma J(2019)The roadmap to 6G: AI empowered wireless networks IEEE Communications Magazine 57 84-90
[5]  
Zhang X(2020)Toward 6G networks: Use cases and technologies IEEE Communications Magazine 58 55-61
[6]  
Zhang D(2019)6G wireless networks: Vision, requirements, architecture, and key technologies IEEE Vehicular Technology Magazine 14 28-41
[7]  
Chowdhury MZ(2021)Redefining wireless communication for 6G: Signal processing meets deep learning with deep unfolding IEEE Transactions on Artificial Intelligence 2 528-536
[8]  
Shahjalal M(2019)6G technologies: Key drivers, core requirements, system architectures, and enabling technologies IEEE Vehicular Technology Magazine 14 18-27
[9]  
Ahmed S(2020)Communications in the 6G era IEEE Access 8 57063-57074
[10]  
Jang YM(2020)A speculative study on 6G IEEE Wireless Communications 27 118-125