Multisource Data Framework for Road Traffic State Estimation
Joint Authors
Salanova Grau, Josep Maria
Mitsakis, Evangelos
Tzenos, Panagiotis
Stamos, Iraklis
Selmi, Luigi
Aifadopoulou, Georgia
Source
Journal of Advanced Transportation
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-06-19
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
This paper presents a framework for data collection, filtering, and fusion, together with a set of operational tools to validate, analyze, utilize, and highlight the added value of probe data.
Data is collected by both conventional (loops, radars, and cameras) and innovative (Floating Car Data, detectors of Bluetooth devices) technologies and refers to travel times and traffic flows on road networks.
The city of Thessaloniki, Greece, serves as a case study for the implementation of the proposed framework.
The methodology includes the estimation of traffic flow based on measured travel time along predefined routes and short-term forecasting of traffic volumes and their spatial expansion in the road network.
The proposed processes and the framework itself have the potential of being implemented in urban road networks.
American Psychological Association (APA)
Salanova Grau, Josep Maria& Mitsakis, Evangelos& Tzenos, Panagiotis& Stamos, Iraklis& Selmi, Luigi& Aifadopoulou, Georgia. 2018. Multisource Data Framework for Road Traffic State Estimation. Journal of Advanced Transportation،Vol. 2018, no. 2018, pp.1-9.
https://search.emarefa.net/detail/BIM-1181826
Modern Language Association (MLA)
Salanova Grau, Josep Maria…[et al.]. Multisource Data Framework for Road Traffic State Estimation. Journal of Advanced Transportation No. 2018 (2018), pp.1-9.
https://search.emarefa.net/detail/BIM-1181826
American Medical Association (AMA)
Salanova Grau, Josep Maria& Mitsakis, Evangelos& Tzenos, Panagiotis& Stamos, Iraklis& Selmi, Luigi& Aifadopoulou, Georgia. Multisource Data Framework for Road Traffic State Estimation. Journal of Advanced Transportation. 2018. Vol. 2018, no. 2018, pp.1-9.
https://search.emarefa.net/detail/BIM-1181826
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1181826