Artificial intelligence for wireless caching: Schemes, performance, and challenges

M Sheraz, M Ahmed, X Hou, Y Li, D Jin… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
Wireless data traffic is growing unprecedentedly and it may impede network performance by
consuming an ever-greater amount of bandwidth. With the advancement in technology there …

Deep learning-based automatic modulation recognition method in the presence of phase offset

J Shi, S Hong, C Cai, Y Wang, H Huang, G Gui - IEEE Access, 2020 - ieeexplore.ieee.org
Automatic modulation recognition (AMR) plays an important role in various communications
systems. It has the ability of adaptive modulation and can adapt to various complex …

Cooperative caching and transmission in CoMP-integrated cellular networks using reinforcement learning

P Lin, Q Song, J Song, A Jamalipour… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Mobile network caching (MNC) and Coordinated MultiPoint (CoMP) joint transmission (JT)
techniques are expected to play a significant role in future networks. Yet, when considering …

Performance analysis of wireless mesh backhauling using intelligent reflecting surfaces

MA Al-Jarrah, E Alsusa, A Al-Dweik… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This paper considers the deployment of intelligent reflecting surfaces (IRSs) technology for
wireless multi-hop backhauling of multiple basestations (BSs) connected in a mesh …

Backhaul-capacity-aware interference mitigation framework in 6G cellular Internet of Things

Q Zhang, W Ma, Z Feng, Z Han - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
To meet the increasing demands for wide-band communications and network densification,
a new paradigm of millimeter-wave (mmWave)-enabled integrated access and backhaul …

Coordinated beamforming for UAV-aided millimeter-wave communications using GPML-based channel estimation

J Wang, R Han, L Bai, T Zhang, J Liu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In the 5th generation (5G) networks, coordinated multiple point (CoMP) is one of key
technologies to improve the quality of service (QoS) of edge users. To meet the requirement …

Joint transmission scheme and coded content placement in cluster-centric UAV-aided cellular networks

Z Hajiakhondi-Meybodi, A Mohammadi… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Recently, as a consequence of the COVID-19 pandemic, dependence on
telecommunication for remote learning/working and telemedicine has significantly …

Capacity analysis of coordinated multipoint reception for mmWave uplink with blockages

B Maham, P Popovski - IEEE Transactions on Vehicular …, 2020 - ieeexplore.ieee.org
We consider an uplink coordinated multi-point (CoMP) transmission from a user served by
multiple base stations (BSs) which are connected to each other via a central unit (CU). We …

A Framework for MEC-enhanced small-cell HetNet with massive MIMO

C Wang, RC Elliott, D Feng… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
In this article, we propose a framework for a multi-access edge computing-enhanced
heterogeneous network employing massive MIMO transmission and small cells that is …

Energy-efficient resource allocation in single-RF load-modulated massive MIMO HetNets

M Ataeeshojai, RC Elliott, WA Krzymień… - IEEE Open Journal …, 2020 - ieeexplore.ieee.org
Due to the dramatic increase in wireless data traffic and the associated increase in energy
consumption, designing energy-efficient wireless networks with improved spectral efficiency …