Gradient-type recursive subspace model identification algorithm with exponential forgetting and an application to change detection

Abstract

In this paper, we will present a gradient-type recursive subspace modelidentification algorithm which is applicable to identification of slowlytime varying systems. Using the proposed recursive algorithm, a changedetection method will be provided to detect changes in systems undersurveillance.