Performance evaluation of movement prediction techniques for vehicular networks
N Aljeri, A Boukerche - 2017 IEEE International Conference on …, 2017 - ieeexplore.ieee.org
Intelligent Transportation Systems have recently received great deal of attention and
Vehicular networks and its applications represent a major part of ITS. Many vehicular …
Vehicular networks and its applications represent a major part of ITS. Many vehicular …
Movement prediction in vehicular networks
A Magnano, X Fei, A Boukerche - 2015 IEEE Global …, 2015 - ieeexplore.ieee.org
The fast and frequent movement of vehicles creates many challenges in vehicular networks,
such as handling regular topological changes. Predicting a vehicle's future location by …
such as handling regular topological changes. Predicting a vehicle's future location by …
Movement prediction models for vehicular networks: an empirical analysis
N Aljeri, A Boukerche - Wireless Networks, 2019 - Springer
In recent years, the role of vehicular networks has become increasingly important for the
future of Intelligent Transportation Systems, as they are useful for providing safety …
future of Intelligent Transportation Systems, as they are useful for providing safety …
Mobility prediction in vehicular ad-hoc networks: Prediction aims, techniques, use cases, and research challenges
IT Abdel-Halim, HMA Fahmy - IEEE Intelligent Transportation …, 2019 - ieeexplore.ieee.org
The accurate prediction of the vehicle mobility in Vehicular Ad-hoc Networks (VANETs) has
a significant effect in the rapid deployment of Intelligent Transport Systems (ITSs) as well as …
a significant effect in the rapid deployment of Intelligent Transport Systems (ITSs) as well as …
Location prediction of vehicles in VANETs using a Kalman filter
H Feng, C Liu, Y Shu, OWW Yang - Wireless personal communications, 2015 - Springer
Location information is very important for many applications of vehicular networks such as
routing, network management, data dissemination protocols, road congestion, etc. If some …
routing, network management, data dissemination protocols, road congestion, etc. If some …
A comparative evaluation of probabilistic and deep learning approaches for vehicular trajectory prediction
L Irio, R Oliveira - IEEE Open Journal of Vehicular Technology, 2021 - ieeexplore.ieee.org
This work compares two innovative methodologies to predict the future locations of moving
vehicles when their current and previous locations are known. The two methodologies are …
vehicles when their current and previous locations are known. The two methodologies are …
A performance evaluation of time-series mobility prediction for connected vehicular networks
N Aljeri, A Boukerche - Proceedings of the 16th ACM Symposium on QoS …, 2020 - dl.acm.org
The role of connected vehicular networks has become vital for the future of smart and
modern cities, as it can be envisioned as a stand alone connected network or a bridge …
modern cities, as it can be envisioned as a stand alone connected network or a bridge …
Vehicle trajectory prediction algorithm in vehicular network
L Wang, Z Chen, J Wu - Wireless Networks, 2019 - Springer
Vehicular ad hoc network has become an important component of the intelligent
transportation system, what's more, the vehicle trajectory prediction has gradually become …
transportation system, what's more, the vehicle trajectory prediction has gradually become …
A novel vehicular location prediction based on mobility patterns for routing in urban VANET
Location information is crucial for most applications and protocol designs in high-speed
vehicular ad-hoc networks (VANETs). In traditional approaches, this is obtained by object …
vehicular ad-hoc networks (VANETs). In traditional approaches, this is obtained by object …
Traffic-known urban vehicular route prediction based on partial mobility patterns
Travel route analysis and prediction are essential for the success of many applications in
Vehicular Ad-hoc Networks (VANETs). Yet it is quit challenging to make accuracy route …
Vehicular Ad-hoc Networks (VANETs). Yet it is quit challenging to make accuracy route …