Identification of PWARX Systems Using Semi-supervised Learning

Abstract

This paper proposes method of identification of piecewise affine autoregressive exogenous systems using semi-supervised learning. The method enables a model designer to insert some class-labeled data to modeling scheme. The effectiveness of proposed method is ensured by numerical simulation.