Development of an Improved Frequency Limited Model Order Reduction Technique and Error Bound for Discrete-Time Systems

S. Batool, M. Imran, E. Elahi, A. Maqbool, S. A. A. Gillani

Development of an Improved Frequency Limited Model Order Reduction Technique and Error Bound for Discrete-Time Systems

Číslo: 4/2021
Periodikum: Radioengineering Journal
DOI: 10.13164/re.2021.0729

Klíčová slova: Model order reduction, controllability Gramians, observability Gramians, error bound, balanced truncation

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Anotace: Frequency limited model order reduction algorithm presented by Wang & Zilouchian for discrete-time systems provide unstable reduced-order models and also do not provide a priori error bound formula. Many stability-preserving model order reduction algorithms were presented; however, these methods produce significant approximation errors in the desired frequency interval. An improved algorithm of model order reduction for the discrete-time systems is presented. The proposed technique gives the stable reduced-order model and also provides less approximation error as compared with other algorithms and also provides the formula for the frequency response a priori error bound. Numerical examples provided at the end of the section show the efficacy of the proposed technique.