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A model reduction method for a class of 2-D systems

Date

1992

Authors

Khorasani, K., author
Azimi-Sadjadi, Mahmood R., author
IEEE, publisher

Journal Title

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Abstract

A decomposition-aggregation scheme for reduction of dimensionality for a class of 2-D systems is introduced. This method, which is based upon the extension of the singular perturbation method in two dimensions, is used to decompose the original 2-D system into two reduced-order 2-D subsystems. These reduced order subsystems are shown to effectively capture the dynamical behavior of the original full-order system. Two numerical examples are provided that indicate the effectiveness of this method when used in image modeling applications.

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Subject

picture processing
perturbation theory
multidimensional systems

Citation

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