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conference paper
Identification of Piecewise Affine and Hybrid Systems
2001
Proceedings of the 2001 American Control Conference
In this paper we focus on the identification of discrete-time hybrid systems in the Piece-Wise Affine (PWA) form. This problem can be formulated as the reconstruction of a possibly discontinuous PWA map with a multi-dimensional domain. In order to achieve our goal, we propose an algorithm that exploits the combined use of clustering, linear identification, and classification techniques. This allows to identify both the affine submodels and the polyhedral partition of the domain on which each submodel is valid.
Type
conference paper
Authors
Ferrari-Trecate, G.
•
Muselli, M.
•
Liberati, D.
•
Morari, M.
Publication date
2001
Published in
Proceedings of the 2001 American Control Conference
Volume
5
Start page
3521
End page
3526
Peer reviewed
REVIEWED
EPFL units
Event name | Event place |
Arlington (VA), USA | |
Available on Infoscience
January 10, 2017
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