When 5G meets deep learning: a systematic review

GL Santos, PT Endo, D Sadok, J Kelner - Algorithms, 2020 - mdpi.com
This last decade, the amount of data exchanged on the Internet increased by over a
staggering factor of 100, and is expected to exceed well over the 500 exabytes by 2020. This …

Current advances and future challenges of AIoT applications in particulate matters (PM) monitoring and control

CT Yang, HW Chen, EJ Chang, E Kristiani… - Journal of Hazardous …, 2021 - Elsevier
Air pollution is at the center of pollution-control discussion due to the significant adverse
health effects on individuals and the environment. Research has shown the association …

Key challenges, drivers and solutions for mobility management in 5G networks: A survey

I Shayea, M Ergen, MH Azmi, SA Çolak, R Nordin… - IEEE …, 2020 - ieeexplore.ieee.org
Ensuring a seamless connection during the mobility of various User Equipments (UEs) will
be one of the major challenges facing the practical implementation of the Fifth Generation …

Individualistic dynamic handover parameter self-optimization algorithm for 5G networks based on automatic weight function

I Shayea, M Ergen, A Azizan, M Ismail… - IEEE Access, 2020 - ieeexplore.ieee.org
Ensuring a reliable and stable communication throughout the mobility of User Equipment
(UE) is one of the key challenges facing the practical implementation of the Fifth Generation …

Future is unlicensed: Private 5G unlicensed network for connecting industries of future

R Bajracharya, R Shrestha, H Jung - Sensors, 2020 - mdpi.com
This paper aims to unlock the unlicensed band potential in realizing the Industry 4.0
communication goals of the Fifth-Generation (5G) and beyond. New Radio in the Unlicensed …

通信人工智能的下一个十年

欧阳晔, 王立磊, 杨爱东, 马利克, 萨哈, 大卫… - 电信 …, 2021 - infocomm-journal.com
移动通信技术走过了37 年的发展历程, 人工智能技术也已走过了64 年的发展历程.
从早期的各自独立演进, 到5G 与人工智能开始深度融合发展,“5G 与人工智能” …

The next decade of telecommunications artificial intelligence

Y Ouyang, L Wang, A Yang, M Shah… - arXiv preprint arXiv …, 2021 - arxiv.org
It has been an exciting journey since the mobile communications and artificial intelligence
were conceived 37 years and 64 years ago. While both fields evolved independently and …

A survey on virtual network functions for media streaming: Solutions and future challenges

R Viola, Á Martín, M Zorrilla, J Montalbán… - ACM Computing …, 2023 - dl.acm.org
Media services must ensure an enhanced user's perceived quality during content playback
to attract and retain audiences, especially while the streams are distributed remotely via …

A zero-touch network service management approach using AI-enabled CDR analysis

A Rizwan, M Jaber, F Filali, A Imran… - IEEE Access, 2021 - ieeexplore.ieee.org
The detection of cells with sub-optimal performance and the identification of the root-cause
of such performance is a crucial and challenging task in Network Performance Management …

5G heterogeneous network (HetNets): a self-optimization technique for vertical handover management

K Kiran - International Journal of Pervasive Computing and …, 2023 - emerald.com
Purpose Vertical handover has been grown rapidly due to the mobility model improvements.
These improvements are limited to certain circumstances and do not provide the support in …