QoE management of multimedia streaming services in future networks: A tutorial and survey

AA Barakabitze, N Barman, A Ahmad… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
The highly demanding Over-The-Top (OTT) multimedia applications pose increased
challenges to Internet Service Providers (ISPs) for assuring a reasonable Quality of …

A survey of 5G network systems: challenges and machine learning approaches

H Fourati, R Maaloul, L Chaari - International Journal of Machine Learning …, 2021 - Springer
Abstract 5G cellular networks are expected to be the key infrastructure to deliver the
emerging services. These services bring new requirements and challenges that obstruct the …

Defining and surveying wireless link virtualization and wireless network virtualization

J van de Belt, H Ahmadi… - … Communications Surveys & …, 2017 - ieeexplore.ieee.org
Virtualization is a topic of great interest in the area of mobile and wireless communication
systems. However, the term virtualization is used in an inexact manner which makes it …

Spectrum prediction based on Taguchi method in deep learning with long short-term memory

L Yu, J Chen, G Ding, Y Tu, J Yang, J Sun - IEEE Access, 2018 - ieeexplore.ieee.org
Spectrum prediction is a promising technology in cognitive radio networks, since it can
reduce considerable time and energy consumed in spectrum sensing process. Many …

UAV-based 3D spectrum sensing in spectrum-heterogeneous networks

F Shen, G Ding, Z Wang, Q Wu - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In cognitive radio networks, collaborative spectrum sensing has been recognized as a key
technology to enable secondary users (SUs) to detect spectrum holes and opportunistically …

A novel 3D non-stationary UAV-MIMO channel model and its statistical properties

Q Zhu, K Jiang, X Chen, W Zhong… - China …, 2018 - ieeexplore.ieee.org
The wireless communication systems based on Unmanned Aerial Vehicles (UAVs) have
found a wide range of applications recently. In this paper, we propose a new three …

3D compressed spectrum mapping with sampling locations optimization in spectrum-heterogeneous environment

F Shen, Z Wang, G Ding, K Li… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Spectrum mapping has emerged as an important problem in wireless communications,
which generates a spectrum map for the spectrum resource analysis and management …

Towards the fulfillment of 5G network requirements: technologies and challenges

A Alnoman, A Anpalagan - Telecommunication Systems, 2017 - Springer
Future 5G networks are expected to have the capabilities of providing extremely high data
rates, seamless coverage, massive number of connected devices, low latency, etc., in order …

Channel modeling and performance analysis for UAV relay systems

X Chen, X Hu, Q Zhu, W Zhong… - China …, 2018 - ieeexplore.ieee.org
In this paper, a multi-hop relay channel model based on unmanned aerial vehicles (UAVs) is
established by taking into account of the propagation loss, shadowing, and multi-path …

The interdisciplinary research of big data and wireless channel: A cluster-nuclei based channel model

J Zhang - China communications, 2016 - ieeexplore.ieee.org
Recently, internet stimulates the explosive progress of knowledge discovery in big volume
data resource, to dig the valuable and hidden rules by computing. Simultaneously, the …