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 …

DTMR: A decision tree-based multimetric routing protocol for vehicular ad hoc networks

L Lemus Cárdenas, AM Mezher… - Proceedings of the 18th …, 2021 - dl.acm.org
The emerging application of machine learning (ML) in different areas and the good results
obtained have motivated its inclusion in the intelligent transport system (ITS) with smart cities …

A machine learning system for routing decision-making in urban vehicular ad hoc networks

WK Lai, MT Lin, YH Yang - International Journal of …, 2015 - journals.sagepub.com
In vehicular ad hoc networks (VANETs), network topology and communication links
frequently change due to the high mobility of vehicles. Key challenges include how to …

GraTree: A gradient boosting decision tree based multimetric routing protocol for vehicular ad hoc networks

LL Cárdenas, JPA León, AM Mezher - Ad Hoc Networks, 2022 - Elsevier
Abstract The Intelligent Transport System (ITS) is increasingly becoming a reality thanks to
the incorporation of modern vehicles that, together with artificial intelligence techniques, can …

A probability-based multimetric routing protocol for vehicular ad hoc networks in urban scenarios

LL Cárdenas, AM Mezher, PAB Bautista… - IEEE …, 2019 - ieeexplore.ieee.org
Vehicular Ad hoc Networks have received considerable attention in recent years and are
considered as one of the most promising ad-hoc network technologies for intelligent …

Novel Vehicular Compatibility-Based Ad Hoc Message Routing Scheme in the Internet of Vehicles Using Machine Learning

FH Kumbhar, SY Shin - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
The sixth-generation cellular networks bring about proactive communications with predictive
decision making by incorporating artificial intelligence (AI) and machine learning (ML) in …

A multimetric, map-aware routing protocol for VANETs in urban areas

C Tripp-Barba, L Urquiza-Aguiar, MA Igartua… - Sensors, 2014 - mdpi.com
In recent years, the general interest in routing for vehicular ad hoc networks (VANETs) has
increased notably. Many proposals have been presented to improve the behavior of the …

A survey on prediction based routing for vehicular ad-hoc networks

S Rashid, MA Khan, A Saeed… - … Congress of Advanced …, 2021 - ieeexplore.ieee.org
Vehicular Ad-hoc network (VANET) is a type of Mobile Ad-hoc network (MANET), where
vehicle mobility is high and topology changes are frequent. VANETs have many applications …

GyTAR: improved greedy traffic aware routing protocol for vehicular ad hoc networks in city environments

M Jerbi, R Meraihi, SM Senouci… - Proceedings of the 3rd …, 2006 - dl.acm.org
The fundamental component for the success of VANET (Vehicular Ad hoc NETworks)
applications is routing since it must efficiently handle rapid topology changes and …

Mpbrp-mobility prediction based routing protocol in vanets

M Ye, L Guan, M Quddus - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
Vehicular Ad-hoc Networks (VANETs) technology has been emerged as an important
research topic in recent years. This is because the vehicle-to-vehicle (V2V) and vehicle-to …