Artificial Intelligence for 5G and Beyond 5G: Implementations, Algorithms, and Optimizations

被引：10
作者：
Zhang, Chuan [1 ,2 ,3 ]
Ueng, Yeong-Luh [4 ]
Studer, Christoph [5 ]
Burg, Andreas [6 ]
机构：
[1] Southeast Univ, Lab Efficient Architectures Digital Commun & Sign, Nanjing 211189, Jiangsu, Peoples R China
[2] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 211189, Jiangsu, Peoples R China
[3] Purple Mt Labs, Nanjing 211189, Jiangsu, Peoples R China
[4] Natl Tsing Hua Univ, Dept Elect Engn, Hsinchu 300, Taiwan
[5] Swiss Fed Inst Technol, Dept Informat Technol & Elect Engn, CH-8029 Zurich, Switzerland
[6] Ecole Polytech Fed Lausanne EPFL, Telecommun Circuits Lab, CH-1015 Lausanne, Switzerland
来源：
IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS | 2020年 / 10卷 / 02期
基金：
国家重点研发计划;
关键词：
Artificial intelligence; baseband processing; channel coding; detection and precoding; fifth-generation (5G) and beyond 5G (B5G); localization; model uncertainties;
D O I：
10.1109/JETCAS.2020.2999944
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This Special Issue of the IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS) is dedicated to demonstrating the latest research progress on artificial intelligence for 5G and beyond 5G (B5G) with respect to implementations, algorithms, and optimizations.
引用
收藏
页码：145 / 148
页数：4
相关论文
共 128 条
[71]   Survey of wireless indoor positioning techniques and systems [J].
Liu, Hui ;
Darabi, Houshang ;
Banerjee, Pat ;
Liu, Jing .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, 2007, 37 (06) :1067-1080
[72]  
Liyanage M., 2018, Comprehensive guide to 5G security
[73]  
Lugosch L, 2018, CONF REC ASILOMAR C, P594, DOI 10.1109/ACSSC.2018.8645388
[74]  
Lugosch L, 2017, IEEE INT SYMP INFO, P1361, DOI 10.1109/ISIT.2017.8006751
[75]   Multi-objective Bayesian Optimization for Analog/RF Circuit Synthesis [J].
Lyu, Wenlong ;
Yang, Fan ;
Yan, Changhao ;
Zhou, Dian ;
Zeng, Xuan .
2018 55TH ACM/ESDA/IEEE DESIGN AUTOMATION CONFERENCE (DAC), 2018,
[76]  
Lyu XT, 2015, 2015 22ND INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS (ICT), P243, DOI 10.1109/ICT.2015.7124690
[77]   Orthogonal AMP [J].
Ma, Junjie ;
Ping, Li .
IEEE ACCESS, 2017, 5 :2020-2033
[78]   Key techniques for 5G wireless communications: network architecture, physical layer, and MAC layer perspectives [J].
Ma Zheng ;
Zhang ZhengQuan ;
Ding ZhiGuo ;
Fan PingZhi ;
Li HengChao .
SCIENCE CHINA-INFORMATION SCIENCES, 2015, 58 (04) :1-20
[79]   Good error-correcting codes based on very sparse matrices [J].
MacKay, DJC .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1999, 45 (02) :399-431
[80]   Digital communications channel equalization using the Kernel Adaline [J].
Mitchinson, B ;
Harrison, RF .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2002, 50 (04) :571-576
3456789101112