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Adaptive Infinite Impulse Response Filter with Escalator Structure
Thesis

Adaptive Infinite Impulse Response Filter with Escalator Structure

Hi Ryoung Kim
University of Iowa
Master of Science (MS), University of Iowa
Autumn 1984
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Abstract

This report introduces an adaptive HR (Infinite Impulse Response) filter with the escalator structure which realizes Gram-Schmidt orthogonalization procedure. Also some existing adaptive algorithms are discussed. Especially we compare the performance of the adaptive HR filter with the escalator structure to that of with the tapped-delay-line structure, which was developed by Feintuch. The comparison is done with respect to the speed of convergence in a system identification problem via computer simulation.

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