Architecture and technology of multi-source heterogeneous data system for telecom operator

L Xu, G Cui, X Hu, S Liu, Y Jia, T Zhang, J Gao… - Signal and Information …, 2021 - Springer
In recent years, telecom operator builds mobile networks infrastructure worldwide, as well as
deploys a series of relevant systems/platforms to management the mobile networks and …

Cell load and resource-aware flow shifting scheme based on heterogeneous mobile networks data

L Xu, G Cui, C Wang, X Hu, H Xing… - … on Information and …, 2021 - ieeexplore.ieee.org
In the past decade, 4G networks have been widely deployed, meanwhile, 5G networks start
to deploy recently. 4G and 5G heterogeneous mobile networks envisage the challenge of …

Joint offloading decision and resource allocation of 5G edge Intelligent Computing for complex industrial application

M Li, M Huo, X Cheng, L Xu, X Liu… - 2021 IEEE 20th …, 2021 - ieeexplore.ieee.org
5G mobile edge computing (MEC) can be used in intelligent manufacturing. In complex
industrial application scenarios, this paper tries to address the problem of energy …

A novel 5G core network capability exposure method for telecom operator

L Lin, B Zhu, Q Wang, L Xu, J Mu - … IEEE Intl Conf on Parallel & …, 2020 - ieeexplore.ieee.org
Network capability exposure is an essential 5G network application. The flexible service-
based architecture of the 5G core (5GC) network becomes the basement for the application …

Research and application of AI in 5G network operation and maintenance

M Li, M Huo, X Cheng, L Xu - 2020 IEEE Intl Conf on Parallel & …, 2020 - ieeexplore.ieee.org
Recently, AI technology is widely applied in various fields. In the 5G network, AI technology
has been applied in key functionalities of SDN and NFV. In this paper, we apply AI …

Research on wireless resource management and scheduling for 5G network slice

Y Li, Y Wang, Y Jin, X Cheng, L Xu… - … and Mobile Computing …, 2021 - ieeexplore.ieee.org
Network slicing is a key technology in 5G. Generally, 5G networks employ slicing technology
to provide the isolated and customizable network services for different scenarios (eg …

Research and application of intelligent antenna feeder optimization system based on big data

M Li, M Huo, L Xu, X Cheng… - 2021 IEEE 20th …, 2021 - ieeexplore.ieee.org
The stability of passive antenna feed operation is an important indicator to measure the
quality of wireless network. On the basis of big data of antenna and feed fault, this paper …

Coverage estimation of mobile network using supervised learning model on artificial estimation dataset

F Lyu, C Cheng, J Zhu, X Cheng, L Xu… - … on Information and …, 2021 - ieeexplore.ieee.org
Minimization of driving test (MDT) is a key feature for network performance monitoring and
optimization in mobile cellular networks. It has been widely used for network coverage …

Big data based potential fixed-mobile convergence user mining

Q Zhang, T Zhang, S Jiang, Q Zhang… - … Conference on Trust …, 2022 - ieeexplore.ieee.org
With the disappearance of the demographic dividend and the saturation of the public
telecom market, telecom operators need new development strategies urgently. New services …

Research on automated test and analysis system for 5G VoNR service

Z Zhao, X Liu, J Miao, S Zhou, X Cheng, L Xu… - Signal and Information …, 2022 - Springer
Automated testing technology can effectively save human resources, material resources and
time costs. The introduction of automated testing technology into the communication network …