A bounded-error approach to piecewise affine system identification

Abstract

This paper proposes a three-stage procedure for parametric identification of piecewise affine autoregressive exogenous (PWARX) models. The first stage simultaneously classifies the data points and estimates the number of submodels and the corresponding parameters by solving the partition into a minimum number of feasible subsystems (MIN PFS) problem for a… (More)
DOI: 10.1109/TAC.2005.856667

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