Dragonfly algorithm: a comprehensive survey of its results, variants, and applications

M Alshinwan, L Abualigah, M Shehab… - Multimedia Tools and …, 2021 - Springer
This paper thoroughly introduces a comprehensive review of the so-called Dragonfly
algorithm (DA) and highlights its main characteristics. DA is considered one of the promising …

Effects of bidirectional resource allocation schemes for advanced long-term evolution system in heterogeneous networks

R Gatti, S Shankar, K Murthy - International Journal of …, 2021 - inderscienceonline.com
The exponential growth of the wireless data services of the upcoming cellular networks
exhibit challenges for guaranteeing quality of services (QoS), fairness, and desirable …

A framework for analyzing 4G/LTE-A real data using machine learning algorithms

NH Mohammed, H Nashaat, SM Abdel-Mageid… - Proceedings of the …, 2021 - Springer
Current cellular systems require manual configuration and management of networks, which
is expensive and time-consuming due to the increasing rate of mobile users and nodes …

A machine learning-based framework for efficient LTE downlink throughput

NH Mohammed, H Nashaat, SM Abdel-Mageid… - Artificial Intelligence for …, 2021 - Springer
Abstract Mobile Network Operator (MNO) provides Quality of Services (QoS) for different
traffic types. It requires configuration and adaptation of networks, which is time-consuming …

Optimized two‐level scheduler for video traffic in LTE downlink framework

MI Elhadad, W El‐Shafai… - International Journal …, 2021 - Wiley Online Library
The most challenging issue in long‐term evolution (LTE) mobile networks is the design of an
optimal scheduler. The main target of the LTE scheduling strategy is to guarantee a certain …