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 …

V2X routing in a VANET based on the hidden Markov model

L Yao, J Wang, X Wang, A Chen… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
It is very difficult to establish and maintain end-to-end connections in a vehicle ad hoc
network (VANET) as a result of high vehicle speed, long inter-vehicle distance, and varying …

[HTML][HTML] A connectivity-aware intersection-based routing in VANETs

C Chen, Y Jin, Q Pei, N Zhang - EURASIP Journal on Wireless …, 2014 - Springer
Vehicular ad hoc networks (VANETs) are going to be an important communication
infrastructure in our moving life. The design of routing protocols in VANETs is a significant …

VANET routing on city roads using real-time vehicular traffic information

J Nzouonta, N Rajgure, G Wang… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
This paper presents a class of routing protocols called road-based using vehicular traffic
(RBVT) routing, which outperforms existing routing protocols in city-based vehicular ad hoc …

Intersection-based routing protocol for VANETs

LD Chou, JY Yang, YC Hsieh, DC Chang… - Wireless personal …, 2011 - Springer
Vehicular ad hoc network (VANET) is an emerging wireless communications technology that
is capable of enhancing driving safety and velocity by exchanging real-time transportation …

Intersection fog-based distributed routing for V2V communication in urban vehicular ad hoc networks

G Sun, Y Zhang, H Yu, X Du… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Due to the characteristics of urban vehicular ad hoc networks (VANETs), many difficulties
exist when designing routing protocols. In this paper, we focus on designing an efficient …

V2VR: reliable hybrid-network-oriented V2V data transmission and routing considering RSUs and connectivity probability

H Gao, C Liu, Y Li, X Yang - IEEE Transactions on Intelligent …, 2020 - ieeexplore.ieee.org
Vehicular ad hoc networks (VANETs) have been widely used in intelligent transportation
systems (ITSs) for purposes such as the control of unmanned aerial vehicles (UAVs) and …

Connectivity-aware minimum-delay geographic routing with vehicle tracking in VANETs

K Shafiee, VCM Leung - Ad Hoc Networks, 2011 - Elsevier
In this paper, we propose the connectivity-aware minimum-delay geographic routing
(CMGR) protocol for vehicular ad hoc networks (VANETs), which adapts well to continuously …

ACAR: Adaptive connectivity aware routing for vehicular ad hoc networks in city scenarios

Q Yang, A Lim, S Li, J Fang, P Agrawal - Mobile Networks and Applications, 2010 - Springer
Multi-hop vehicle-to-vehicle communication is useful for supporting many vehicular
applications that provide drivers with safety and convenience. Developing multi-hop …