Artificial neural networks based optimization techniques: A review

MGM Abdolrasol, SMS Hussain, TS Ustun, MR Sarker… - Electronics, 2021 - mdpi.com
In the last few years, intensive research has been done to enhance artificial intelligence (AI)
using optimization techniques. In this paper, we present an extensive review of artificial …

A survey on machine-learning techniques for UAV-based communications

PS Bithas, ET Michailidis, N Nomikos, D Vouyioukas… - Sensors, 2019 - mdpi.com
Unmanned aerial vehicles (UAVs) will be an integral part of the next generation wireless
communication networks. Their adoption in various communication-based applications is …

A consolidated review of path planning and optimization techniques: Technical perspectives and future directions

F Gul, I Mir, L Abualigah, P Sumari, A Forestiero - Electronics, 2021 - mdpi.com
In this paper, a review on the three most important communication techniques (ground,
aerial, and underwater vehicles) has been presented that throws light on trajectory planning …

Machine learning in beyond 5G/6G networks—State-of-the-art and future trends

VP Rekkas, S Sotiroudis, P Sarigiannidis, S Wan… - Electronics, 2021 - mdpi.com
Artificial Intelligence (AI) and especially Machine Learning (ML) can play a very important
role in realizing and optimizing 6G network applications. In this paper, we present a brief …

Charting the evolution and future of conversational agents: A research agenda along five waves and new frontiers

S Schöbel, A Schmitt, D Benner, M Saqr… - Information Systems …, 2024 - Springer
Conversational agents (CAs) have come a long way from their first appearance in the 1960s
to today's generative models. Continuous technological advancements such as statistical …

Spectrum Sensing Based on Hybrid Spectrum Handoff in Cognitive Radio Networks

L Vaduganathan, S Neware, P Falkowski-Gilski… - Entropy, 2023 - mdpi.com
The rapid advancement of wireless communication combined with insufficient spectrum
exploitation opens the door for the expansion of novel wireless services. Cognitive radio …

Artificial intelligence for UAV-enabled wireless networks: A survey

MA Lahmeri, MA Kishk… - IEEE Open Journal of the …, 2021 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) are considered as one of the promising technologies for
the next-generation wireless communication networks. Their mobility and their ability to …

Deep learning for optimal deployment of UAVs with visible light communications

Y Wang, M Chen, Z Yang, T Luo… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
In this paper, the problem of dynamical deployment of unmanned aerial vehicles (UAVs)
equipped with visible light communication (VLC) capabilities for optimizing the energy …

A novel adaptive L-SHADE algorithm and its application in UAV swarm resource configuration problem

Y Li, T Han, H Zhou, S Tang, H Zhao - Information Sciences, 2022 - Elsevier
In order to further improve the performance of L-SHADE, one of the most competitive
variants of differential evolution (DE), a novel adaptive L-SHADE algorithm named AL …

Energy management scheduling for microgrids in the virtual power plant system using artificial neural networks

M GM Abdolrasol, MA Hannan, SMS Hussain… - Energies, 2021 - mdpi.com
This study uses an artificial neural network (ANN) as an intelligent controller for the
management and scheduling of a number of microgrids (MGs) in virtual power plants (VPP) …