Data-driven traffic flow analysis for vehicular communications

Y Wang, L Huang, T Gu, H Wei, K Xing… - IEEE INFOCOM 2014 …, 2014 - ieeexplore.ieee.org
Due to high mobility and frequent disconnections in a vehicular network, reliable and
efficient vehicular communication is very challenging. Previous studies focus on predicting …

Prediction of vehicle travel times using ancillary information sources

G Jarjees, CR Drane - World Congress on Intelligent Transport Systems …, 2000 - trid.trb.org
Earlier work on predicting vehicle travel times concentrated on statistical techniques.
Usually, the vehicle movement is modeled as a stochastic process and some sort of …

Traffic and vehicle speed prediction with neural network and hidden markov model in vehicular networks

B Jiang, Y Fei - 2015 IEEE intelligent vehicles symposium (IV), 2015 - ieeexplore.ieee.org
Accurate on-road vehicle speed prediction is important for many intelligent vehicular and
transportation applications. It is also challenging because the individual vehicle speed is …

An approach to vehicle trajectory prediction using automatically generated traffic maps

J Quehl, H Hu, S Wirges, M Lauer - 2018 IEEE Intelligent …, 2018 - ieeexplore.ieee.org
Trajectory and intention prediction of traffic participants is an important task in automated
driving and crucial for safe interaction with the environment. In this paper, we present a new …

Vergilius: A scenario generator for vanet

E Giordano, E De Sena, G Pau… - 2010 IEEE 71st Vehicular …, 2010 - ieeexplore.ieee.org
Vehicular networks are on the fast track to become a reality either through a car
manufacturer that introduces a communication device in the car electronics or through an …

Vehicle route prediction and time of arrival estimation techniques for improved transportation system management

A Karbassi, M Barth - IEEE IV2003 intelligent vehicles …, 2003 - ieeexplore.ieee.org
Many intelligent transportation system services are making use of vehicle position and time
information to help manage traffic congestion and in the case of public transportation …

Predictive mobile IP handover for vehicular networks

A Magnano, X Fei, A Boukerche - 2015 IEEE 40th conference …, 2015 - ieeexplore.ieee.org
Vehicular networks are a rapidly growing technology with vehicle manufacturers already
taking steps for its implementation. However, adding IP services to vehicular networks …

A prediction-based routing algorithm for vehicular ad hoc networks

LN Balico, HABF Oliveira, RS Barreto… - … IEEE symposium on …, 2015 - ieeexplore.ieee.org
Some Inherent Vehicular Ad Hoc Networks (VANETs) characteristics, such as intermittent
connectivity, highly dynamic topology, and hard delay constraints, make data …

Vehicular movement patterns: a prediction-based route discovery technique for VANETs

AF Merah, S Samarah… - 2012 IEEE International …, 2012 - ieeexplore.ieee.org
Applications for Vehicular Ad-hoc Networks (VANETs) have been surfacing every day as
with any new network architecture. One of the many challenges that have been addressed is …

Dynamic vehicular route guidance using traffic prediction information

K Kim, M Kwon, J Park, Y Eun - Mobile Information Systems, 2016 - Wiley Online Library
We propose a dynamic vehicular routing algorithm with traffic prediction for improved routing
performance. The primary idea of our algorithm is to use real‐time as well as predictive …