Federated Learning Enabled SDN for Routing Emergency Safety Messages (ESMs) in IoV Under 5G Environment

DH Hussein, S Askar - IEEE Access, 2023 - ieeexplore.ieee.org
The emerging fifth-generation (5G) technology towards Internet of Vehicles (IoV) provides
numerous advantages, such as lower levels of latency, stable link connections, and support …

SDN-assisted safety message dissemination framework for vehicular critical energy infrastructure

SB Prathiba, G Raja, AK Bashir… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The proliferation of fifth-generation (5G) networks toward vehicle-to-everything (V2X)
communication has paved the way for driverless autonomous vehicles (AVs) in vehicular …

Federated Learning-based Misbehaviour detection on an emergency message dissemination scenario for the 6G-enabled Internet of Vehicles

LJ Vinita, V Vetriselvi - Ad Hoc Networks, 2023 - Elsevier
With the 6G-enabled Internet of Vehicles (IoV), the Intelligent Transportation System (ITS)
uses new communication technologies and smart data analysis to make transportation …

SDN-enabled traffic alert system for IoV in smart cities

G Raja, P Dhanasekaran, S Anbalagan… - … -IEEE Conference on …, 2020 - ieeexplore.ieee.org
Intelligent Transportation System (ITS) are helping to enhance road safety and traffic
management applications. Internet of Vehicles (IoV) plays a promising role in this field …

IIDS: Intelligent intrusion detection system for sustainable development in autonomous vehicles

S Anbalagan, G Raja, S Gurumoorthy… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Connected and Autonomous Vehicles (CAVs) enable various capabilities and functionalities
like automated driving assistance, navigation and path planning, cruise control, independent …

A vision of IoV in 5G HetNets: Architecture, key technologies, applications, challenges, and trends

B Ji, Z Chen, S Mumtaz, C Han, C Li, H Wen… - IEEE …, 2022 - ieeexplore.ieee.org
With increasing traffic congestion and accidents, the Internet of Vehicles (IoV) has become a
focus of fifth generation (5G) heterogeneous networks (HetNets) and intelligent …

SDN-based Reliable Emergency Message Routing Schema Using Digital Twins for Adjusting Beacon Transmission in VANET

ZH Ali, N El-Rashidy, MA Elhosseini… - Journal of Network and …, 2024 - Elsevier
Digital Twin (DT) has revolutionized the contextualized digital environment. This
advancement enables real-time monitoring and simulation of events, leading to more …

Efficient and trusted autonomous vehicle routing protocol for 6G networks with computational intelligence

K Haseeb, A Rehman, T Saba, SA Bahaj, H Wang… - ISA transactions, 2023 - Elsevier
Abstract The Internet of Things (IoT) and wireless sensors have collaborated with many real-
time environments for the collection and processing of physical data. Mobile networks with …

A rear-end collision prediction scheme based on deep learning in the Internet of Vehicles

C Chen, H Xiang, T Qiu, C Wang, Y Zhou… - Journal of Parallel and …, 2018 - Elsevier
Recently, the deep learning schemes have been well investigated for improving the driving
safety and efficiency in the transportation systems. In this paper, a probabilistic model …

Enhancing the reliability of communication between vehicle and everything (V2X) based on deep learning for providing efficient road traffic information

RA Osman, SN Saleh, YNM Saleh, MN Elagamy - Applied Sciences, 2021 - mdpi.com
Developing efficient communication between vehicles and everything (V2X) is a challenging
task, mainly due to the characteristics of vehicular networks, which include rapid topology …