Application of machine learning in wireless networks: Key techniques and open issues

Y Sun, M Peng, Y Zhou, Y Huang… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
As a key technique for enabling artificial intelligence, machine learning (ML) is capable of
solving complex problems without explicit programming. Motivated by its successful …

OCHSA: designing energy‐efficient lifetime‐aware leisure degree adaptive routing protocol with optimal cluster head selection for 5G communication network disaster …

S Raja, J Logeshwaran… - Scientific …, 2022 - Wiley Online Library
As an underlayment to cellular 5G communication network, device‐to‐device (D2D)
communications will not only boost capacity utilization and power efficiency but also provide …

Joint beamforming and power allocation for satellite-terrestrial integrated networks with non-orthogonal multiple access

Z Lin, M Lin, JB Wang, T De Cola… - IEEE Journal of Selected …, 2019 - ieeexplore.ieee.org
In this paper, we propose a joint optimization design for a non-orthogonal multiple access
(NOMA)-based satellite-terrestrial integrated network (STIN), where a satellite multicast …

Interference mitigation in D2D communication underlaying LTE-A network

GA Safdar, M Ur-Rehman, M Muhammad… - IEEE …, 2016 - ieeexplore.ieee.org
The mobile data traffic has risen exponentially in recent days due to the emergence of data
intensive applications, such as online gaming and video sharing. It is driving the …

Secure transmission in cognitive satellite terrestrial networks

K An, M Lin, J Ouyang, WP Zhu - IEEE Journal on Selected …, 2016 - ieeexplore.ieee.org
This paper investigates the physical layer security of a satellite network, whose downlink
spectral resource is shared with a terrestrial cellular network. We propose to employ a multi …

Energy efficient beamforming schemes for satellite-aerial-terrestrial networks

Q Huang, M Lin, JB Wang, TA Tsiftsis… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this paper, we investigate energy efficient transmission for a satellite-aerial-terrestrial
network (SATN), where a multi-antenna unmanned aerial vehicle (UAV) is employed as a …

Joint beamforming for secure communication in cognitive satellite terrestrial networks

M Lin, Z Lin, WP Zhu, JB Wang - IEEE Journal on Selected …, 2018 - ieeexplore.ieee.org
This paper investigates the secure communication of a cognitive satellite terrestrial network
with software-defined architecture, where a gateway is acting as a control center to offer the …

Robust secure beamforming for wireless powered cognitive satellite-terrestrial networks

Z Lin, M Lin, WP Zhu, JB Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This article addresses the security problem for wireless powered cognitive satellite-terrestrial
network, where a multibeam satellite sub-network shares the portion of millimeter wave …

[PDF][PDF] 面向5G 通信网的D2D 技术综述

钱志鸿, 王雪 - 通信学报, 2016 - infocomm-journal.com
在探讨D2D 对通信技术未来发展的导向作用基础上, 明确了影响D2D 系统设计的多个因素,
即D2D 设备发现, 资源分配, 缓存技术, D2D-MIMO. 从而勾画出基于D2D …

Mitigating jamming attack in 5G heterogeneous networks: A federated deep reinforcement learning approach

H Sharma, N Kumar… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Jamming attack is one of the serious security breaches in the upcoming fifth-generation
heterogeneous networks (5G HetNets). Most of the existing anti-jamming techniques, such …