Survey on artificial intelligence (AI) techniques for vehicular ad-hoc networks (VANETs)

A Mchergui, T Moulahi, S Zeadally - Vehicular Communications, 2022 - Elsevier
Advances in communications, smart transportation systems, and computer systems have
recently opened up vast possibilities of intelligent solutions for traffic safety, convenience …

A new hybrid routing protocol using a modified K-means clustering algorithm and continuous hopfield network for VANET

K Kandali, L Bennis, H Bennis - IEEE Access, 2021 - ieeexplore.ieee.org
Vehicular Ad-hoc Networks (VANET) offer several user applications for passengers and
drivers, as well as security and internet access applications. To ensure efficient data …

Cluster-based location service schemes in VANETs: current state, challenges and future directions

MA Mujahid, KA Bakar, TSJ Darwish… - Telecommunication …, 2021 - Springer
Abstract Vehicular Ad hoc Networks (VANETs) have drawn incredible interest in both
academic and industrial sectors due to their potential applications and services. Vehicles' …

[HTML][HTML] A self-adaptable angular based K-medoid clustering scheme (SAACS) for dynamic VANETs

A Bijalwan, KC Purohit, P Malik, M Mittal - Electronics, 2022 - mdpi.com
Prior study suggests that VANET has two types of communications: Vehicle to Vehicle (V2V)
and Vehicle to Infrastructure (V2I) communications. V2V is very important and ensures …

A simple and robust clustering scheme for large-scale and dynamic VANETs

M Banikhalaf, MA Khder - IEEE Access, 2020 - ieeexplore.ieee.org
Clustering is a promising technique to manage network resources efficiently and, in
vehicular communications it is used to group vehicles with similar characteristics managed …

[HTML][HTML] Modeling and analysis of new hybrid clustering technique for vehicular ad hoc network

HN Abdulrazzak, GC Hock, NA Mohamed Radzi… - Mathematics, 2022 - mdpi.com
Many researchers have proposed algorithms to improve the network performance of
vehicular ad hoc network (VANET) clustering techniques for different applications. The …

[PDF][PDF] A novel k-means powered algorithm for an efficient clustering in vehicular ad-hoc networks

K Kandali, L Bennis, H Halaq… - International Journal of …, 2023 - academia.edu
Considerable attention has recently been given to the routing issue in vehicular ad-hoc
networks (VANET). Indeed, the repetitive communication failures and high velocity of …

Estimating The Optimal Cluster Number For Vehicular Network Using Scott's Formula

FEF Samann, S Askar - 2022 4th International Conference on …, 2022 - ieeexplore.ieee.org
Selecting the correct cluster number for K-Clustering algorithms such as K-Medoids is
essential for optimal output. The Elbow and Silhouette methods are usually used to select …

[HTML][HTML] Artificial Intelligence, Internet of things and 6G methodologies in the context of Vehicular Ad-hoc Networks (VANETs): Survey

B Saoud, I Shayea, AE Yahya, ZA Shamsan… - ICT Express, 2024 - Elsevier
Recent developments in the fields of communications, smart transportation systems and
computer systems have significantly expanded the potential for intelligent solutions in the …

A routing scheme using an adaptive K-harmonic means clustering for VANETs

K Kandali, H Bennis - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
In this paper, we propose a routing protocol using an adaptive K-Harmonic Means (RPKHM)
in order to improve the lifetime of links between vehicles and to increase the stability of the …