| Tipo di prodotto | Articolo in rivista |
|---|---|
| Titolo | Probabilistic Design of LPV Control System |
| Anno di pubblicazione | 2003 |
| Formato | - |
| Autore/i | Fujisaki Y., Dabbene F., Tempo R. |
| Affiliazioni autori | Y. Fujisaki - Department of Computer and Systems Engineering, Kobe University, Nada, Kobe 657-8501, Japan F. Dabbene - R. Tempo - IEIIT-CNR, Politecnico di Torino, Corso Duca degli Abruzzi 24, Torino 10129, Italy |
| Autori CNR e affiliazioni |
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| Lingua/e | - |
| Abstract | This paper presents an alternative approach to design of linear parameter-varying (LPV) control systems. In contrast to previous methods, which are focused on deterministic algorithms, this paper is based on a probabilistic setting. The proposed randomized algorithm provides a sequence of candidate solutions converging with probability one to a feasible solution in a finite number of steps. The main features of this approach are as follows: (i) The randomized algorithm gives a method for general LPV plants with state space matrices depending on scheduling parameters in a nonlinear manner. That is, the probabilistic setting does not need a gridding of the set of scheduling parameters or approximations such as a linear fractional transformation of the state space matrices. (ii) The proposed algorithm is sequential and, at each iteration, it does not require heavy computational effort such as solving simultaneously a large number of linear matrix inequalities. |
| Lingua abstract | - |
| Altro abstract | - |
| Lingua altro abstract | - |
| Pagine da | 1323 |
| Pagine a | 1337 |
| Pagine totali | - |
| Rivista | Automatica (Oxf.) Attiva dal 1963 Editore: Pergamon, - Oxford [etc.] Paese di pubblicazione: Regno Unito Lingua: multilingue ISSN: 0005-1098 Titolo chiave: Automatica (Oxf.) Titolo proprio: Automatica (Oxf.) Titolo abbreviato: Automatica (Oxf.) |
| Numero volume della rivista | 39 |
| Fascicolo della rivista | - |
| DOI | - |
| Verificato da referee | - |
| Stato della pubblicazione | - |
| Indicizzazione (in banche dati controllate) | - |
| Parole chiave | randomized algorithm, LPV, gain scheduling, output feedback |
| Link (URL, URI) | - |
| Titolo parallelo | - |
| Data di accettazione | - |
| Note/Altre informazioni | - |
| Strutture CNR |
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| Moduli/Attività /Sottoprogetti CNR | - |
| Progetti Europei | - |
| Allegati |
| Area disciplinare | AI, Robotics & Automatic Control |
|---|---|
| Area valutazione CIVR | Ingegneria industriale e informatica |
| Rivista ISI | AUTOMATICA [17974J0] |
| Descrizione sintetica del prodotto | This paper presents an alternative approach to design of linear parameter-varying (LPV) control systems. In contrast to previous methods, which are focused on deterministic algorithms, this paper is based on a probabilistic setting. The proposed randomized algorithm provides a sequence of candidate solutions converging with probability one to a feasible solution in a finite number of steps. The main features of this approach are as follows: (i) The randomized algorithm gives a method for general LPV plants with state space matrices depending on scheduling parameters in a nonlinear manner. That is, the probabilistic setting does not need a gridding of the set of scheduling parameters or approximations such as a linear fractional transformation of the state space matrices. (ii) The proposed algorithm is sequential and, at each iteration, it does not require heavy computational effort such as solving simultaneously a large number of linear matrix inequalities. |
