Recursive Iterative Algorithms for Adaptive Identification of Nonlinear Concentrated Dynamic Systems

Authors:
S. L. Blumin;I. N. Krutova
Affiliations:
Lipetsk State Technical University, Lipetsk, Russia;Lipetsk State Technical University, Lipetsk, Russia
Venue:
Automation and Remote Control
Year:
2003

Citing 2
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System identification: theory for the user

System identification: theory for the user
Adaptation and Learning in Automatic Systems

Adaptation and Learning in Automatic Systems

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Abstract

Identification algorithms for concentrated dynamic systems are studied. The apparatus of pseudo-inversion of block matrices underlies adaptive identification. It is used to construct a recursive algorithm for linear least-squares problems and a recursive iterative algorithm for nonlinear least-squares problems.