Highway Travel Time Estimation With Data Fusion

Author:   Francesc Soriguera Martí
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition:   Softcover reprint of the original 1st ed. 2016
Volume:   11
ISBN:  

9783662569597


Pages:   212
Publication Date:   27 March 2019
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Highway Travel Time Estimation With Data Fusion


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Overview

This monograph presents a simple, innovative approach for the measurement and short-term prediction of highway travel times based on the fusion of inductive loop detector and toll ticket data. The methodology is generic and not technologically captive, allowing it to be easily generalized for other equivalent types of data.  The book shows how Bayesian analysis can be used to obtain fused estimates that are more reliable than the original inputs, overcoming some of the drawbacks of travel-time estimations based on unique data sources. The developed methodology adds value and obtains the maximum (in terms of travel time estimation) from the available data, without recurrent and costly requirements for additional data. The application of the algorithms to empirical testing in the AP-7 toll highway in Barcelona proves that it is possible to develop an accurate real-time, travel-time information system on closed-toll highways with the existing surveillance equipment, suggesting that highway operators might provide their customers with such an added value with little additional investment in technology.

Full Product Details

Author:   Francesc Soriguera Martí
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   Softcover reprint of the original 1st ed. 2016
Volume:   11
Weight:   0.454kg
ISBN:  

9783662569597


ISBN 10:   3662569590
Pages:   212
Publication Date:   27 March 2019
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Highway Travel Time Information Systems: A Review.- Travel Time Definitions.- Accuracy of Travel Time Estimation Methods Based on Punctual Speed Interpolations.- Design of Spot Speed Methods for Real-Time Provision of Traffic Information.- Highway Travel Time Measurement from Toll Ticket Data.- Short-term Prediction of Highway Travel Time Using Multiple Data Sources.- Value of Highway Information Systems.

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