A Machine Learning-Aided Network Contention-Aware Link Lifetime-and Delay-Based Hybrid Routing Framework for Software-Defined Vehicular Networks

PADSN Wijesekara, S Gunawardena - Telecom, 2023 - mdpi.com
network contention. We distinctly identify two communication channels in the vehicular network
as wired and wireless, where network link … probability and average network contention. …

Effective prediction of V2I link lifetime and vehicle's next cell for software defined vehicular networks: A machine learning approach

S Toufga, S Abdellatif, P Owezarski… - … Networking …, 2019 - ieeexplore.ieee.org
… prediction of V2V wireless link duration. This work is rather focused on V2I wireless links
in an infrastructure based vehicular network where typically a vehicle get attached to multiple …

Link stability based optimized routing framework for software defined vehicular networks

KLK Sudheera, M Ma… - … Transactions on Vehicular …, 2019 - ieeexplore.ieee.org
… due to the limited lifetimes of links. The conventional broadcasting based Vehicular Ad-hoc
Network (VANET) routing protocols struggle to accurately analyze the link dynamicity due to …

An efficient routing protocol for connecting vehicular networks to the Internet

A Benslimane, S Barghi, C Assi - Pervasive and Mobile Computing, 2011 - Elsevier
… In contrast to this work, we do not restrict the topology of the vehicular network, and no …
To find the minimum link lifetime along a route, we take a sequential approach. It means that …

Link duration estimation using neural networks based mobility prediction in vehicular networks

N Alsharif, K Aldubaikhy… - 2016 IEEE Canadian …, 2016 - ieeexplore.ieee.org
… of link estimation model show that our model demonstrate to set a lower bound of link
lifetime in more than 98% of the examined cases with W = 20. In fact, the average link duration …

Mobility aware link lifetime analysis for vehicular networks

M Hu, Z Zhong, M Ni, R Chen, H Wu… - … and Networking …, 2015 - ieeexplore.ieee.org
… In this paper, the inter-vehicle link lifetime properties are analyzed and derived in the
highway scenario. For simplicity, the propagation model for this paper is assumed as single-slope …

An optimized link duration-based mobility management scheme for connected vehicular networks

N Aljeri, A Boukerche - … Wireless Ad Hoc, Sensor, & Ubiquitous Networks, 2019 - dl.acm.org
… In this paper, we propose an adaptive mobility management scheme that uses the vehicles’
movement projections to adjust the link duration lifetime between a vehicle and an access …

Link reliability-based adaptive routing for multilevel vehicular networks

C Xu, Z Xiong, Z Han, G Zhao… - … Transactions on Vehicular …, 2020 - ieeexplore.ieee.org
… And for the relay selection problem, a route graph based on the bus line is established to
calculate the link lifetime, which is used to select the optimal next hop bus. In conclusion, the …

On the structure and evolution of vehicular networks

G Pallis, D Katsaros, MD Dikaiakos… - … modeling, analysis & …, 2009 - ieeexplore.ieee.org
… Additionally, since the link lifetime is very short, it arises the need to design MAC protocols
which, based on the prediction of link lifetime using information like the direction and velocity …

A probabilistic analysis of link duration in vehicular ad hoc networks

G Yan, S Olariu - IEEE Transactions on Intelligent …, 2011 - ieeexplore.ieee.org
… The main contribution of this work is to investigate the probability distribution of the
lifetime of individual links in a VANET under the combined assumptions of a realistic radio …