Paper published in a book (Scientific congresses, symposiums and conference proceedings)
Distributed identification of the Cell Transmission traffic model: A case study
Rinaldi, Marco; Capisani, L.; Ferrara, A. et al.
2012In Procedings of the 2012 American Control Conference, ACC 2012
Peer reviewed
 

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Keywords :
Cell transmission model; Motorway control; Distributed identification
Abstract :
[en] The problem of the distributed identification of a macroscopic first-order traffic model, viz. the Cell Transmission Model (CTM), is considered in the paper. The parameters to be identified characterize the dynamics of the density in different sections of the freeway (cells). We explore different distributed identification schemes. The purposes of the approach are mainly to obtain good prediction models through the minimization of the one-step ahead prediction error of the densities of the cells, and to reduce the computational time and the effort required to perform the identification. The methodology is validated relying on real-life data measured on a portion of the A12 freeway in The Netherlands. An evaluation of the performance of the identified model used as a set of virtual sensors in different scenarios is presented. © 2012 AACC American Automatic Control Council).
Disciplines :
Engineering, computing & technology: Multidisciplinary, general & others
Identifiers :
eid=2-s2.0-84869439311
Author, co-author :
Rinaldi, Marco ;  University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Engineering Research Unit
Capisani, L.;  Department of Computer Engineering and Systems Science, Universitá Degli Studi di Pavia, via Ferrata 1, 27100 Pavia, Italy
Ferrara, A.;  Department of Computer Engineering and Systems Science, Universitá Degli Studi di Pavia, via Ferrata 1, 27100 Pavia, Italy
Nunez, A.;  Delft Center for Systems and Control, Delft University of Technology, Mekelweg 2, 2628 CD Delft, Netherlands
Hajiahmadi, M.;  Delft Center for Systems and Control, Delft University of Technology, Mekelweg 2, 2628 CD Delft, Netherlands
De Schutter, B.;  Delft Center for Systems and Control, Delft University of Technology, Mekelweg 2, 2628 CD Delft, Netherlands
External co-authors :
yes
Language :
English
Title :
Distributed identification of the Cell Transmission traffic model: A case study
Publication date :
2012
Event name :
2012 American Control Conference, ACC 2012
Event date :
27 June 2012 through 29 June 2012
Main work title :
Procedings of the 2012 American Control Conference, ACC 2012
Pages :
6545-6550
Peer reviewed :
Peer reviewed
Available on ORBilu :
since 05 December 2017

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