The Application of LQG Balanced Truncation Algorithm to the Digital Filter Design Problem

Author:

Bui H. H.

Abstract

This paper presents a method for using a model reduction algorithm to design low-order digital filters. Designing an IIR digital filter that meets the specifications often leads to a high-order digital filter. To reduce the computation time and increase the response rate of the filter, we need to reduce the order of the high-order digital filter. Applying the LQG balanced truncation algorithm to reduce the demand for high-order digital filters shows that low-order filters can completely replace high-order digital filters. The simulation results show that the use of the LQG balanced truncation algorithm in order to reduce the filter order is correct and efficient.

Publisher

Engineering, Technology & Applied Science Research

Subject

General Medicine

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