[HTML][HTML] 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 …

[HTML][HTML] An intersection-based routing scheme using q-learning in vehicular ad hoc networks for traffic management in the intelligent transportation system

MU Khan, M Hosseinzadeh, A Mosavi - Mathematics, 2022 - mdpi.com
Vehicular ad hoc networks (VANETs) create an advanced framework to support the
intelligent transportation system and increase road safety by managing traffic flow and …

V2V routing in VANET based on fuzzy logic and reinforcement learning

W Zhang, X Yang, Q Song, L Zhao - International Journal of Computers …, 2021 - univagora.ro
To ensure the transmission quality of real-time communications on the road, the research of
routing protocol is crucial to improve effectiveness of data transmission in Vehicular Ad Hoc …

An intersection-based qos routing for vehicular ad hoc networks with reinforcement learning

L Rui, Z Yan, Z Tan, Z Gao, Y Yang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Vehicular ad hoc networks (VANETs) have the characteristics of high mobility, frequently
changing topology and uneven distribution, which made it a challenge to design an efficient …

V2V routing in VANET based on heuristic Q-learning

X Yang, W Zhang, H Lu, L Zhao - International Journal of Computers …, 2020 - univagora.ro
Designing efficient routing algorithms in vehicular ad hoc networks (VANETs) plays an
important role in the emerging intelligent transportation systems. In this paper, a routing …

[HTML][HTML] 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 …

An intelligent fuzzy-based routing scheme for software-defined vehicular networks

L Zhao, Z Bi, M Lin, A Hawbani, J Shi, Y Guan - Computer Networks, 2021 - Elsevier
Due to the lack of fully considering dynamic traffic information, in Vehicular Ad-hoc Networks
(VANETs), existing routing schemes are easily stuck in local optimum, path redundancy, and …

RSU-assisted traffic-aware routing based on reinforcement learning for urban vanets

J Wu, M Fang, H Li, X Li - IEEE Access, 2020 - ieeexplore.ieee.org
In urban vehicular ad hoc networks (VANETs), the high mobility of vehicles along street
roads poses daunting challenges to routing protocols and has a great impact on network …

[HTML][HTML] Intersection routing based on fuzzy multi-factor decision for VANETs

Z Cao, BN Silva, M Diyan, J Li, K Han - Applied Sciences, 2020 - mdpi.com
Vehicular ad hoc network (VANET) is a special form of mobile ad hoc network (MANET),
which plays a key role in the intelligent transportation system (ITS). Though many …

Fuzzy logic-based VANET routing method to increase the QoS by considering the dynamic nature of vehicles

A Debnath, H Basumatary, M Dhar, MK Debbarma… - Computing, 2021 - Springer
Vehicular ad hoc network usually operates in various challenging situations like frequent
topology changes, high vehicular mobility and the wide range of communication networks …