[PDF][PDF] ADOPEL: Adaptive data collection protocol Using reinforcement learning for VANETs

A Soua, H Afifi - Journal of Computer Science, 2014 - Citeseer
Efficient propagation of information over a vehicular wireless network has usually remained
the focus of the research community. Although, scanty contributions have been made in the …

Adaptive data collection protocol using reinforcement learning for VANETs

A Soua, H Afifi - 2013 9th International Wireless …, 2013 - ieeexplore.ieee.org
Data Collection is considered as an inherent challenging problem to Vehicular Ad-Hoc
networks. Here, an Adaptive Data cOllection Protocol using rEinforcement Learning …

Distributed reinforcement learning approach for vehicular ad hoc networks

C Wu, K Kumekawa, T Kato - IEICE transactions on …, 2010 - search.ieice.org
In Vehicular Ad hoc Networks (VANETs), general purpose ad hoc routing protocols such as
AODV cannot work efficiently due to the frequent changes in network topology caused by …

Traffic aware data gathering protocol for VANETs

M Gillani, HA Niaz, A Ullah, MU Farooq… - IEEE Access, 2022 - ieeexplore.ieee.org
Vehicular Ad-Hoc Networks (VANETs) are a challenging yet active research area. It offers a
wide range of applications, including Intelligent Transport System (ITS), effective road traffic …

[PDF][PDF] COMPARISON OF TRADITIONAL AND REINFORCEMENT LEARNING BASED ROUTING PROTOCOLS IN VANET SCENARIO.

N Jevtić, P Bugarčić - International Journal for Traffic & Transport …, 2023 - ijtte.com
Vehicular ad hoc networks (VANETs) are characterized by high mobility of nodes and
frequent changes in the network topology, which significantly complicates the process of …

Q-Learning based point to point data transfer in Vanets

GM Valantina, S Jayashri - Procedia Computer Science, 2015 - Elsevier
Vehicular ad hoc networks (VANETs) are highly mobile wireless network. Vehicular Ad-hoc
Network (VANET) is becoming the most suitable solution for driving assistance and traffic …

Data collection protocols for VANETs: a survey

M Gillani, HA Niaz, MU Farooq, A Ullah - Complex & Intelligent Systems, 2022 - Springer
We live in the era of Intelligent Transport Systems (ITS), which is an extension of Vehicular
AdHoc Networks (VANETs). In VANETs, vehicles act as nodes connected with each other …

Routing in vehicular ad hoc networks using the proposed reinforcement learning method

F Aeini, H Sadati - Journal of Advances in Computer Research, 2022 - jacr.sari.iau.ir
Today, with the equipping of vehicles and streets with wireless equipment, a new dynamic
network called vehicle ad hoc network (VANET) is emerging. This network can support two …

A new adaptive algorithm for data dissemination in Vehicular Ad hoc Networks

A Naja, M Essaaidi, M Azzekhmam… - … on Electrical and …, 2015 - ieeexplore.ieee.org
The idea or concept of intelligent traffic management in which data from the TIC (Traffic
Information Centre) infrastructures could be reachable at any point is included mightily in …

Routing in vanets: A fuzzy constraint q-learning approach

C Wu, S Ohzahata, T Kato - 2012 IEEE global communications …, 2012 - ieeexplore.ieee.org
Vehicular ad hoc networks (VANETs) can be used for the purpose of driving assistance,
environment monitoring and entertainment. However, due to the vehicle movement, limited …