Title :
An Open-Source Based ITS Platform
Author :
Andersen, Olav ; Krogh, Benjamin B. ; Torp, Kristian
Author_Institution :
Dept. of Comput. Sci., Aalborg Univ., Aalborg, Denmark
Abstract :
In this paper, a complete platform used to compute travel times from GPS data is described. Two approaches to computing travel time are proposed one based on points and one based on trips. Overall both approaches give reasonable results compared to existing manual estimated travel times. However, the trip-based approach requires more GPS data and of a higher quality than the point-based approach. The platform has been completely implemented using open-source software. The main conclusion is that large quantity of GPS data can be managed, with a limited budget and that GPS data is a good source for estimating travel times, if enough data is available.
Keywords :
Global Positioning System; data handling; public domain software; software architecture; traffic engineering computing; GPS data; intelligent transport system; open-source based ITS platform; open-source software; software architeture; travel time computation; travel time estimation; trip-based approach; Data warehouses; Global Positioning System; Open source software; Operating systems; Roads; Vehicles; GPS; open source; software architeture; travel time;
Conference_Titel :
Mobile Data Management (MDM), 2013 IEEE 14th International Conference on
Conference_Location :
Milan
Print_ISBN :
978-1-4673-6068-5
DOI :
10.1109/MDM.2013.61