AI for 5G: research directions and paradigms

X You, C Zhang, X Tan, S Jin, H Wu - Science China Information Sciences, 2019 - Springer
Wireless communication technologies such as fifth generation mobile networks (5G) will not
only provide an increase of 1000 times in Internet traffic in the next decade but will also offer …

Artificial intelligence for 5G and beyond 5G: Implementations, algorithms, and optimizations

C Zhang, YL Ueng, C Studer… - IEEE Journal on Emerging …, 2020 - ieeexplore.ieee.org
The communication industry is rapidly advancing towards 5G and beyond 5G (B5G) wireless
technologies in order to fulfill the ever-growing needs for higher data rates and improved …

[PDF][PDF] 基于AI 的5G 技术——研究方向与范例

尤肖虎, 张川, 谈晓思, 金石, 邬贺铨 - 中国科学: 信息科学, 2018 - lynchpin.com.cn
摘要第5 代移动通信(5G) 技术将为移动互联网的快速发展提供无所不在的基础性业务能力,
在满足未来10 年移动互联网流量增加1000 倍发展需求的同时, 为全行业 …

A Review of Fundamental Optimization Approaches and the Role of AI Enabling Technologies in Physical Layer Security

MK Tefera, Z Jin, S Zhang - Sensors, 2022 - mdpi.com
With the proliferation of 5G mobile networks within next-generation wireless communication,
the design and optimization of 5G networks are progressing in the direction of improving the …

Joint neural network equalizer and decoder

W Xu, Z Zhong, Y Be'ery, X You… - 2018 15th International …, 2018 - ieeexplore.ieee.org
Recently, deep learning methods have shown significant improvements in communication
systems. In this paper, we study the equalization problem over the nonlinear channel using …

A channel-blind decoding for LDPC based on deep learning and dictionary learning

X Pang, C Yang, Z Zhang, X You… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Low-density parity-check (LDPC) codes are used to correct encoding errors that occur
during transmission, which enjoys an excellent performance. The performance of existing …

Designing multidimensional constellations and efficient detection schemes for sparse code multiple access (SCMA) systems

M Vameghestahbanati - 2020 - repository.library.carleton.ca
Sparse code multiple access (SCMA) is a class of non-orthogonal multiple access that is
proposed to support uplink machine-type communication services. In this thesis, we …

A low-complexity codebook design for large-scale SCMA

C Yang, S Jing, X Liang, Z Zhang… - 2018 IEEE Asia …, 2018 - ieeexplore.ieee.org
Sparse-code multiple-access (SCMA) is an effective non-orthogonal multiple-access
(NOMA) technique, which ranks one of the most promising candidates for future wireless …

[PDF][PDF] 基于提前终止迭代的概率近似消息传递检测算法

申敏, 任茜源, 何云 - 电子与信息学报, 2020 - jeit.ac.cn
大规模多输入多输出技术作为第5 代通信系统的关键技术, 可有效提高频谱利用率.
基站端采用消息传递检测(MPD) 算法可以实现良好的检测性能. 但是由于MPD …

A Role of AI-Powered Innovative Algorithms Development in the 5G based Communication System

R Batra, A Malviya - 2024 1st International Conference on …, 2024 - ieeexplore.ieee.org
The next generation (5G) of wireless communication technologies will not only support the
projected 1,000-fold increase in internet usage over the next ten years, but they will also …