A comprehensive review on artificial intelligence/machine learning algorithms for empowering the future IoT toward 6G era

MR Mahmood, MA Matin, P Sarigiannidis… - IEEE …, 2022 - ieeexplore.ieee.org
The evolution of the wireless network systems over decades has been providing new
services to the users with the help of innovative network and device technologies. In recent …

Artificial Intelligence and Machine Learning as key enablers for V2X communications: A comprehensive survey

M Christopoulou, S Barmpounakis, H Koumaras… - Vehicular …, 2023 - Elsevier
The automotive industry is undergoing a profound digital transformation to create
autonomous vehicles. Vehicle-to-Everything (V2X) communications enable the provisioning …

Deep embedded median clustering for routing misbehaviour and attacks detection in ad-hoc networks

A Rajendran, N Balakrishnan, P Ajay - Ad Hoc Networks, 2022 - Elsevier
Due to the properties of ad-hoc networks, it appears that designing sophisticated defence
schemes with more computing capital is impossible in most situations. Recently, an …

Self-Adaptive Efficient Dynamic Multi-Hop Clustering (SA-EDMC) Approach for Improving VANET's Performance.

AH Abbas, HS Mansour… - International Journal of …, 2022 - search.ebscohost.com
Vehicular ad hoc networks (VANETs) are mainly used in the intelligent transportation field
for smart applications. VANETS received maximum concentration among the researchers in …

A survey of VANET/V2X routing from the perspective of non-learning-and learning-based approaches

T Chatterjee, R Karmakar, G Kaddoum… - IEEE …, 2022 - ieeexplore.ieee.org
Intelligent transportation systems (ITSs) have become increasingly popular because they
support effective coordination in connected vehicles. ITSs present an integrated approach …

[HTML][HTML] FSCB-IDS: Feature selection and minority class balancing for attacks detection in VANETS

S Amaouche, A Guezzaz, S Benkirane, M Azrour… - Applied sciences, 2023 - mdpi.com
Vehicular ad hoc networks (VANETs) are used for vehicle to vehicle (V2V) and vehicle to
infrastructure (V2I) communications. They are a special type of mobile ad hoc networks …

[HTML][HTML] Privacy-Preserving Mobility Model and Optimization-Based Advanced Cluster Head Selection (P2O-ACH) for Vehicular Ad Hoc Networks

NF Abdulsattar, DA Mohammed, A Alkhayyat… - Electronics, 2022 - mdpi.com
In vehicular ad hoc networks (VANETs), due to the fast-moving mobile nodes, the topology
changes frequently. This dynamically changing topology produces congestion and …

An intelligent machine learning based routing scheme for VANET

K Kandali, L Bennis, O El Bannay, H Bennis - IEEE Access, 2022 - ieeexplore.ieee.org
Today, Vehicular Ad-hoc Networks (VANET) have become an interesting research topic for
developing Intelligent Transport Systems. In urban environments, vehicles move …

[HTML][HTML] TACRP: Traffic-Aware Clustering-Based Routing Protocol for Vehicular Ad-Hoc Networks

MI Habelalmateen, AJ Ahmed, AH Abbas, SA Rashid - Designs, 2022 - mdpi.com
On account of the highly dynamic topology of vehicular networks, network congestion and
energy utilization are greatly increased, which directly affects the performance of VANETs …

[HTML][HTML] Investigating routing in the vanet network: Review and classification of approaches

AK Sangaiah, A Javadpour, CC Hsu, A Haldorai… - Algorithms, 2023 - mdpi.com
Vehicular Ad Hoc Network (VANETs) need methods to control traffic caused by a high
volume of traffic during day and night, the interaction of vehicles, and pedestrians, vehicle …