[PDF][PDF] A novel protocol for routing in vehicular ad hoc network based on model-based reinforcement learning and fuzzy logic

O Jafarzadeh, M Dehghan, H Sargolzaey… - International Journal of …, 2020 - ijict.itrc.ac.ir
Vehicular ad-hoc networks (VANETs), as a result of today's vehicles equipped with different
wireless technology, have been attracting interest for their potential roles in many fields such …

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 …

Routing using reinforcement learning in vehicular ad hoc networks

M Saravanan, P Ganeshkumar - Computational Intelligence, 2020 - Wiley Online Library
In vehicular ad hoc networks (VANETs), the frequent change in vehicle mobility creates
dynamic changes in communication link and topology of the network. Hence, the key …

[HTML][HTML] 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 …

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 …

Improved routing vehicular ad-hoc networks (VANETs) based on mobility and bandwidth available criteria using fuzzy logic

ST Miri, S Tabatabaei - Wireless Personal Communications, 2020 - Springer
Vehicular ad-hoc networks as a subset of mobile ad-hoc networks have recently received
considerable attention. In such networks, demands which are based on disseminating …

[PDF][PDF] IRPanet: intelligent routing protocol in VANET for dynamic route optimization

R Ullah, SM Emad, T Jilani, W Azam - International Journal of …, 2019 - academia.edu
IRPANET (Intelligent Routing Protocol in VANET) for Vehicular Adhoc Network (VANET).
Vehicular Ad Hoc Networks are special class of Mobile Adhoc Network, created by road …

Hybrid routing scheme using imperialist competitive algorithm and RBF neural networks for VANETs

M Mohammadnezhad, A Ghaffari - Wireless Networks, 2019 - Springer
Vehicular ad hoc network (VANET), a special type of mobile ad-hoc networks (MANETs), is
characterized by a very high mobility. Due to the dynamic nature of vehicle nodes and …

A Recent Reinforcement Learning Trend for Vehicular Ad Hoc Networks Routing

W Kim, J Min, Y Son, J Paek - 2023 14th International …, 2023 - ieeexplore.ieee.org
Vehicular ad hoc networks (VANETs) are one of the most essential parts of intelligent
transportation system (ITS). VANETs fulfill a crucial role in continuous traffic monitoring …