This paper addresses the conversion of discrete-time piecewise affine (PWA) state space models into input-output form. Necessary and sufficient conditions for the existence of equivalent input-output representations of a given PWA state space model are derived. Connections to the observability properties of PWA models are investigated. Under a technical assumption, it is shown that every finite-time observable PWA model admits an equivalent input-output representation. When an equivalent input-output model exists, a constructive procedure is presented to derive its equations. Several examples illustrate the proposed results.

Paoletti, S., J., R., Garulli, A., Vicino, A. (2010). On the input-output representation of piecewise affine state space models. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 55(1), 60-73 [10.1109/TAC.2009.2034224].

On the input-output representation of piecewise affine state space models

PAOLETTI, SIMONE;GARULLI, ANDREA;VICINO, ANTONIO
2010-01-01

Abstract

This paper addresses the conversion of discrete-time piecewise affine (PWA) state space models into input-output form. Necessary and sufficient conditions for the existence of equivalent input-output representations of a given PWA state space model are derived. Connections to the observability properties of PWA models are investigated. Under a technical assumption, it is shown that every finite-time observable PWA model admits an equivalent input-output representation. When an equivalent input-output model exists, a constructive procedure is presented to derive its equations. Several examples illustrate the proposed results.
2010
Paoletti, S., J., R., Garulli, A., Vicino, A. (2010). On the input-output representation of piecewise affine state space models. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 55(1), 60-73 [10.1109/TAC.2009.2034224].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11365/19000
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