Peer-to-peer overlay techniques for vehicular ad hoc networks: Survey and challenges

AI Ameur, A Lakas, MB Yagoubi, OS Oubbati - Vehicular Communications, 2022 - Elsevier
Vehicular ad hoc networks (VANETs) provide an effective technology for vehicles
communicating while on the road. Vehicles are organized in an ad hoc networks offering …

Reinforcement learning-based routing protocols in vehicular ad hoc networks for intelligent transport system (its): A survey

J Lansky, AM Rahmani, M Hosseinzadeh - Mathematics, 2022 - mdpi.com
Today, the use of safety solutions in Intelligent Transportation Systems (ITS) is a serious
challenge because of novel progress in wireless technologies and the high number of road …

Reinforcement learning-based routing protocols for vehicular ad hoc networks: A comparative survey

RA Nazib, S Moh - IEEE Access, 2021 - ieeexplore.ieee.org
Vehicular-ad hoc networks (VANETs) hold great importance because of their potentials in
road safety improvement, traffic monitoring, and in-vehicle infotainment services. Due to high …

Towards general Internet of Vehicles networking: Routing protocols survey

C Ksouri, I Jemili, M Mosbah… - … : Practice and Experience, 2022 - Wiley Online Library
The specific characteristics of vehicular ad hoc networks, such as high speed of nodes and
frequent topology changes, impose challenges for the routing process. In addition, the …

A Q-learning and fuzzy logic-based hierarchical routing scheme in the intelligent transportation system for smart cities

AM Rahmani, RA Naqvi, E Yousefpoor, MS Yousefpoor… - Mathematics, 2022 - mdpi.com
A vehicular ad hoc network (VANET) is the major element of the intelligent transportation
system (ITS). The purpose of ITS is to increase road safety and manage the movement of …

Deep reinforcement learning-based intelligent security forwarding strategy for VANET

B Liu, G Xu, G Xu, C Wang, P Zuo - Sensors, 2023 - mdpi.com
The vehicular ad hoc network (VANET) constitutes a key technology for realizing intelligent
transportation services. However, VANET is characterized by diverse message types …

A model-based reinforcement learning protocol for routing in vehicular Ad hoc network

O Jafarzadeh, M Dehghan, H Sargolzaey… - Wireless Personal …, 2022 - Springer
Todays by equipping vehicles with wireless technologies, Vehicular Ad Hoc Network
(VANET) has been emerged. This type of network can be utilized in many fields such as …

VANETs routing protocols survey: classifications, optimization methods and new trends

C Ksouri, I Jemili, M Mosbah, A Belghith - Distributed Computing for …, 2020 - Springer
The specific characteristics of vehicular ad-hoc networks, such as high-speed nodes,
frequent topology changes and predefined vehicle movement paths, make mobile ad-hoc …

[HTML][HTML] Bi-linear mapping integrated machine learning based authentication routing protocol for improving quality of service in vehicular Ad-Hoc network

RK Satyanarayana, K Selvakumar - e-Prime-Advances in Electrical …, 2023 - Elsevier
Recently, most of the critical problems of real-time applications have been solved by one of
the fast and most hastily growing technological tools, Machine Learning. The novel …

Secure Data Transmission Based On Reinforcement Learning and Position Confusion for Internet of UAVs

X Zhu, L Lin, Y Huang, X Wang, Y Que… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Ensuring the stability and security of unmanned aerial vehicle (UAV) communication,
especially during long-distance missions, is essential for safeguarding against potential …