The role of genetic algorithm selection operators in extending WSN stability period: A comparative study

I Jannoud, Y Jaradat, MZ Masoud, A Manasrah, M Alia - Electronics, 2021 - mdpi.com
A genetic algorithm (GA) contains a number of genetic operators that can be tweaked to
improve the performance of specific implementations. Parent selection, crossover, and …

Optimal network dimensions for energy conservation in clustered 3D WSN

Y Jaradat, M Masoud, S Al-Jazzar, M Alia - Wireless Networks, 2021 - Springer
In this paper, the optimal network dimensions of clustered-routing three-dimensional (3D)
wireless sensor networks is provided. The derivation for such dimensions is based upon the …

[PDF][PDF] Genetic Algorithm Energy Optimization in 3D WSNs with Different Node Distributions.

Y Jaradat, M Masoud, I Jannoud… - Intelligent Automation & …, 2022 - cdn.techscience.cn
Optimal node clustering in wireless sensor networks (WSNs) is a major issue in reducing
energy consumption and extending network node life time and reliability measures. Many …

Analysis of the optimal number of clusters and probability in homogeneous unreliable WSNs

Y Jaradat, M Masoud, I Jannoud, M Alia… - Multimedia Tools and …, 2023 - Springer
In this paper, we propose a simple simulation model for analyzing and evaluating the low
energy adaptive clustering hierarchy (LEACH) protocol's performance in a noisy realistic …

IoT based traffic congestion control for environmental applications

C Gherbi, D Roumaissa - Informatica, 2021 - informatica.si
Recently, the demands of the Internet of Things (IoT) have been steadily growing. The main
idea of the Internet of Things (IoT) is to revolutionize the current Internet by enriching it with a …

Energy efficient clustering based on fuzzy logic in heterogeneous wireless sensor networks

X Yan, C Huang, L Wang, X Wu - International Journal of …, 2022 - inderscienceonline.com
Wireless sensor networks (WSNs) must be decentralised and independent of wireless
sensor nodes that can track physical or environmental status. The operation of a node …

[PDF][PDF] The Role of Genetic Algorithm Selection Operators in Extending WSN Stability Period: A Comparative Study. Electronics 2022, 11, 28

I Jannoud, Y Jaradat, M Masoud, A Manasrah, M Alia - 2021 - researchgate.net
A genetic algorithm (GA) contains a number of genetic operators that can be tweaked to
improve the performance of specific implementations. Parent selection, crossover, and …