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 …

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 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 …

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 …

A SPEA-based multimetric routing protocol for intelligent transportation systems

C Ghorai, S Shakhari, I Banerjee - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
For efficient communication among vehicles or infrastructure, an effective routing protocol for
Intelligent Transportation Systems is profoundly required. Because of high mobility and …

[HTML][HTML] 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 …

[HTML][HTML] Survey on routing protocols for vehicular ad hoc networks based on multimetrics

C Tripp-Barba, A Zaldívar-Colado, L Urquiza-Aguiar… - Electronics, 2019 - mdpi.com
In the last few years, many routing protocols have been proposed for vehicular ad hoc
networks (VANETs) because of their specific characteristics. Protocols that use several …

Multi-metric geographic routing for vehicular ad hoc networks

AN Hassan, AH Abdullah, O Kaiwartya, Y Cao… - Wireless …, 2018 - Springer
Maintaining durable connectivity during data forwarding in Vehicular Ad hoc Networks has
witnessed significant attention in the past few decades with the aim of supporting most …

A Novel Heuristic Data Routing for Urban Vehicular Ad Hoc Networks

A Hawbani, X Wang, A Al-Dubai, L Zhao… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
This work is devoted to solving the problem of multicriteria multihop routing in vehicular ad
hoc networks (VANETs), aiming at three goals: 1) increasing the end-to-end delivery ratio; 2) …

[PDF][PDF] Analytical review and study on multipath routing protocols

S More, U Naik - Control and Cybernetics, 2020 - bibliotekanauki.pl
Vehicular Ad Hoc Networks (VANET) constitute a promising technology for Intelligent
Transport Systems (ITS). VANET are highly dynamic in their nature because of the …