This book presents a state space approach to the analysis of zeros of MIMO LTI discrete-time systems, using the Moore-Penrose pseudoinverse and singular value decomposition of the first nonzero Markov parameter of a system. The book begins with definition of invariant zeros and goes as far as a general characterization of output-zeroing inputs and the corresponding solutions, explicit formulas for maximal output-nulling invariant subspaces and for the zero dynamics.
A state space approach to the analysis of zeros of MIMO LTI discrete-time systems is presented. The basic mathematical tools used in this analysis are the Moore-Penrose pseudoinverse and singular value decomposition of the first nonzero Markov parameter of a system. The book starts with definition of invariant zeros and goes as far as a general characterization of output-zeroing inputs and the corresponding solutions, explicit formulas for maximal output-nulling invariant subspaces and for the zero dynamics. The objective of this book is to render the reader familiar with a certain method of analysis of multivariable zeros (which goes beyond the classical approach) and related problems. The minimal mathematical background that is required from the reader is a working knowledge of linear algebra and difference equations. The reader should be familiar with the basic concepts of linear system theory.
Zeros and the Output-Zeroing Problem.- A General Solution to the Output-Zeroing Problem.- The Moore-Penrose Inverse of the First Markov Parameter.- Singular Value Decomposition of the First Markov Parameter.- Output-Nulling Subspaces in Strictly Proper Systems.- Output-Nulling Subspaces in Proper Systems.- Singular Systems.
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