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 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 …

QoS-aware routing in vehicular ad hoc networks using ant colony optimization and bee colony optimization

S Kaur, TC Aseri, S Rani - Proceedings of 2nd International Conference …, 2019 - Springer
Abstract Vehicular Ad Hoc Networks (VANETs) are the kind of mobile Ad Hoc networks
(MANETs) which consist of mobile nodes (vehicles) and fixed nodes (roadside units) …

Adaptive quality-of-service-based routing for vehicular ad hoc networks with ant colony optimization

G Li, L Boukhatem, J Wu - IEEE Transactions on Vehicular …, 2016 - ieeexplore.ieee.org
Developing highly efficient routing protocols for vehicular ad hoc networks (VANETs) is a
challenging task, mainly due to the special characters of such networks: large-scale sizes …

Vehicular traffic management based on traffic engineering for vehicular ad hoc networks

DL Guidoni, G Maia, FSH Souza, LA Villas… - IEEE …, 2020 - ieeexplore.ieee.org
Urbanization causes many problems to human mobility, since people living in the cities tend
to increase the vehicular traffic flow. City road infrastructure does not increase faster than the …

Vehicular multihop intelligent transportation framework for effective communication in vehicular ad‐hoc networks

P Theerthagiri… - … and Computation: Practice …, 2022 - Wiley Online Library
In the smart city, the presence of intelligent transportation systems (ITS) is much essential.
The emerging vehicular ad‐hoc networks (VANET) technology offers a wide range of …

TIHOO: an enhanced hybrid routing protocol in vehicular ad-hoc networks

S Rahnamaei Yahiabadi, B Barekatain… - EURASIP Journal on …, 2019 - Springer
Recently, vehicular ad hoc network (VANET) is greatly considered by many service
providers in urban environments. These networks can not only improve road safety and …

Hierarchical traffic light-aware routing via fuzzy reinforcement learning in software-defined vehicular networks

M Naderi, K Mahdaee, P Rahmani - Peer-to-Peer Networking and …, 2023 - Springer
Lack of a fully vehicular topology view and restricted vehicles' movement to streets with the
time-varying traffic light conditions have caused drastic gaps in the traditional vehicular …

A multimetric predictive ANN-based routing protocol for vehicular ad hoc networks

LL Cárdenas, AM Mezher, PAB Bautista… - IEEE …, 2021 - ieeexplore.ieee.org
Vehicular networks support intelligent transportation system (ITS) to improve drivers' safety
and traffic efficiency on the road by exchanging traffic-related information between vehicles …

Machine Learning based Routing approach and Resource Management in Vehicular Adhoc Networks

MV Gudur, M Saravanan… - … on Recent Trends in …, 2023 - ieeexplore.ieee.org
Vehicular Adhoc Network (VANET) is one of the innovative research areas in Adhoc network
that establishes communication between participating nodes with help of inter-mediate node …