Performance of design options of automated ARIMA model construction for dynamic vehicle GPS location prediction

MS Alzyout, MA Alsmirat - Simulation Modelling Practice and Theory, 2020 - Elsevier
Many applications in intelligent transportation systems are demanding an accurate vehicle
Global Position System (GPS) location prediction. In this study, we satisfy this demand by …

Automated ARIMA model construction for dynamic vehicle GPS location prediction

M Alzyout, M Alsmirat… - 2019 sixth international …, 2019 - ieeexplore.ieee.org
Many applications in intelligent transportation systems are demanding an accurate vehicle
GPS location prediction. In this study, we satisfy this demand by designing an automated …

Hybrid dynamic prediction model of bus arrival time based on weighted of historical and real-time GPS data

J Gong, M Liu, S Zhang - 2013 25th Chinese Control and …, 2013 - ieeexplore.ieee.org
Advanced traveler information systems (ATIS) are one component of intelligent
transportation systems (ITS), and a major component of ATIS is travel time information …

A data-driven generative model for GPS sensors for autonomous driving

E Karlsson, N Mohammadiha - … of the 1st International Workshop on …, 2018 - dl.acm.org
Autonomous driving (AD) is envisioned to have a significant impact on people's life
regarding safety and comfort. Positioning is one of the key challenges in realizing AD, where …

A novel hybrid approach based-SRG model for vehicle position prediction in multi-GPS outage conditions

V Havyarimana, D Hanyurwimfura, P Nsengiyumva… - Information …, 2018 - Elsevier
Trajectory prediction in autonomous driving system is an important aspect for preventing for
instance the multi-vehicle collision. However, predicting accurately the future location of a …

[PDF][PDF] Real-time public vehicle mobile tracking system using global positioning system technology

JC Ogbonna, CE Nwokorie, JN Odii… - International Journal of …, 2016 - academia.edu
Intelligent Transportation Systems (ITS) are gaining recognition in developing countries
today. This paper focuses on the implementation of a Real-Time Public Vehicle Mobile …

GOI: A novel design for vehicle positioning and trajectory prediction under urban environments

Z Xiao, P Li, V Havyarimana, GM Hassana… - IEEE Sensors …, 2018 - ieeexplore.ieee.org
In this paper, we propose a new paradigm of GPS and OBD Integration (GOI) based on GPS
receiver and on-board diagnostics (OBD) reader, which offers a feasible way for large-scale …

Intelligent group prediction algorithm of GPS trajectory based on vehicle communication

G Chen, L Wang, M Alam… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the rapid development of in-vehicle communication technology and the integration of
big data intelligent technology, intelligent algorithms for vehicle communication used to …

Improving estimation of vehicle's trajectory using the latest global positioning system with Kalman filtering

C Barrios, Y Motai - IEEE Transactions on Instrumentation and …, 2011 - ieeexplore.ieee.org
This paper proposes several extensive methods to predict the future location of an
automobile. The goals of this paper are to find a more accurate way to predict the future …

Vehicle position estimation using tire model

J Yoon, B Kim - Information Science and Applications, 2015 - Springer
GPS is being widely used in the location estimation technology, which is essential for stable
driving of autonomous vehicle. However, GPS has problems such as reduction in location …