Condition-based maintenance using machine learning and role of interpretability: a review
This article aims to review the literature on condition-based maintenance (CBM) by
analyzing various terms, applications, and challenges. CBM is a maintenance technique that …
analyzing various terms, applications, and challenges. CBM is a maintenance technique that …
The role of 5g wireless communication system in the metaverse
The metaverse is a virtual world that is based on numerous technologies. One of such
technologies is the wireless communication system. Specifically, 5G wireless …
technologies is the wireless communication system. Specifically, 5G wireless …
基于改进CNN-LSTM 组合模型的分时段短时交通流预测
李磊， 张青苗， 赵军辉， 聂逸文 - 应用科学学报, 2021 - jas.shu.edu.cn
针对现有预测模型不能充分提取交通流时空特征的问题, 提出一种基于改进卷积神经网络(
convolutional neural network, CNN) 和长短时记忆(long short-term memory, LSTM) …
convolutional neural network, CNN) 和长短时记忆(long short-term memory, LSTM) …
Machine learning-based physical layer security: techniques, open challenges, and applications
Wireless physical layer security (WPLS) is a powerful technology for current and emerging
mobile networks. Physical layer authentication (PLA), antenna selection (AS), and relay …
mobile networks. Physical layer authentication (PLA), antenna selection (AS), and relay …
Integration of cognitive radio technology in NOMA-based B5G networks: State of the art, challenges, and enabling technologies
The integration of cognitive radio (CR) technology and non-orthogonal multiple access
(NOMA) techniques, referred to as CR-based NOMA systems, has been recently configured …
(NOMA) techniques, referred to as CR-based NOMA systems, has been recently configured …
Testbed for 5G connected artificial intelligence on virtualized networks
The fifth-generation (5G) cellular networks incorporate a large variety of technologies in
order to address very distinct use cases. Assessing these technologies and investigating …
order to address very distinct use cases. Assessing these technologies and investigating …
A comprehensive survey on 6G and beyond: Enabling technologies, opportunities of machine learning and challenges
Multiple nations are now in the process of launching 5G mobile networks. All of the telecoms
industry has been revolutionized by the concept of 5G networks. Since late 2018 …
industry has been revolutionized by the concept of 5G networks. Since late 2018 …
Leveraging machine learning for millimeter wave beamforming in beyond 5G networks
Millimeter wave (mmWave) communication has attracted considerable attention as a key
technology for the next-generation wireless communications thanks to its exceptional …
technology for the next-generation wireless communications thanks to its exceptional …
Neighbor discovery and selection in millimeter wave D2D networks using stochastic MAB
The propagation characteristics of millimeter-wave (mmWaves), encourages its use in the
device to device (D2D) communications for fifth-generation (5G) and future beyond 5G …
device to device (D2D) communications for fifth-generation (5G) and future beyond 5G …
Bayesian optimization for radio resource management: Open loop power control
We provide the reader with an accessible yet rigorous introduction to Bayesian optimisation
with Gaussian processes (BOGP) for the purpose of solving a wide variety of radio resource …
with Gaussian processes (BOGP) for the purpose of solving a wide variety of radio resource …