In this paper, we consider the problem of identifying the active mode of a switching linear system from data sequences of a finite length. The results combine elements from canonical correlation analysis and subspace projection methods. In addition to providing insight into the geometric meaning of the problem, the results turn out to be of practical relevance whenever mode identification is addressed in the presence of noisy-corrupted measurements. In particular, the results can be used to provide a characterization of the regions of the space where mode identification occurs independently of a prescribed noise level.

Projection-based degree of distinguishability in switching linear systems / M. Baglietto; G. Battistelli; P. Tesi. - STAMPA. - (2013), pp. 4048-4053. (Intervento presentato al convegno 52nd IEEE Conference on Decision and Control tenutosi a Firenze) [10.1109/CDC.2013.6760509].

Projection-based degree of distinguishability in switching linear systems

BATTISTELLI, GIORGIO;TESI, PIETRO
2013

Abstract

In this paper, we consider the problem of identifying the active mode of a switching linear system from data sequences of a finite length. The results combine elements from canonical correlation analysis and subspace projection methods. In addition to providing insight into the geometric meaning of the problem, the results turn out to be of practical relevance whenever mode identification is addressed in the presence of noisy-corrupted measurements. In particular, the results can be used to provide a characterization of the regions of the space where mode identification occurs independently of a prescribed noise level.
2013
Proceedings 52nd IEEE Conference on Decision and Control
52nd IEEE Conference on Decision and Control
Firenze
M. Baglietto; G. Battistelli; P. Tesi
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in FLORE sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificatore per citare o creare un link a questa risorsa: https://hdl.handle.net/2158/823039
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 2
  • ???jsp.display-item.citation.isi??? 2
social impact