On hierarchical structure adaptation and systems identification†

Abstract

This paper demonstrates that Magill's method of structure adaptation can be incorporated into the framework of hierarchical estimation and system identification. The associated reduction in computational requirements potentially allows efficient parallel processing of these algorithms for use with systems of high dimension.