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H∞ Model Reduction for Interval Frequency Negative Imaginary Systems
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DOI：10.1109/TCSI.2018.2877268.png)
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Abstract
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This paper studies an H-infinity model reduction problem for interval frequency negative imaginary (IFNI) systems. For a given IFNI system, our goal is to find a reduced-order IFNI system satisfying a pre-specified H-infinity approximation error bound over the finite-frequency interval. Necessary and sufficient conditions in terms of matrix inequalities are derived for the existence and construction of an H-infinity reduced-order IFNI system. An improved iterative algorithm is provided to solve the matrix inequalities and to minimize the H-infinity approximation error. The proposed method is further clarified via the application to the electrical circuits, such as high-order Sallen-Key low-pass filter, piezoelectric tube scanner, and RLC circuit. The simulation results on these electrical circuits are compared with the finite-frequency interval Gramians-based model reduction method both in the frequency domain and time domain.
Keywords:
H-infinity
model reduction
interval frequency
negative imaginary systems
iterative algorithm
electrical circuits
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