Identification of piecewise affine systems based on statistical clustering technique

This paper is concerned with the identification of a class of piecewise affine systems called a piecewise affine autoregressive exogenous (PWARX) model. The PWARX model is composed of ARX sub-models each of which corresponds to a polyhedral region of the regression space. Under the temporary assumption that the number of sub-models is known a priori, the input

• Type: Journal
• Year: 2005
• Where: AUTOMATICA
• Authors: Hayato Nakada, Kiyotsugu Takaba, Tohru Katayama
• Keywords: AUTOMATICA 2005, Piecewise Affine, Regression Space, Statistical Clustering