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4 - System Identification

from Part I - Lectures on Basics with Examples

Published online by Cambridge University Press:  24 October 2024

Patrick Dewilde
Affiliation:
Technische Universität München
Klaus Diepold
Affiliation:
Technische Universität München
Alle-Jan Van der Veen
Affiliation:
Technische Universiteit Delft, The Netherlands
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Summary

From this point on, main issues in system theory are tackled. The very first, considered in this chapter, is the all-important question of system identification. This is perhaps the most basic question in system theory and related linear algebra, with a large pedigree starting from Kronecker's characterization of rational functions to its elegant solution for time-variant systems presented here. Identification, often also called realization, is the problem of deriving the internal system’s equations (called state-space equations) from input–output data. In this chapter, we only consider the causal, or block-lower triangular case, although the theory applies just as well to an anti-causal system, for which one lets the time run backward, applying the same theory in a dual form.

Type
Chapter
Information
Time-Variant and Quasi-separable Systems
Matrix Theory, Recursions and Computations
, pp. 59 - 72
Publisher: Cambridge University Press
Print publication year: 2024

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