Comparison of two IIR filter structures for adaptive digital filtering

Andrew W. Hull; W. Kenneth Jenkins

Comparison of two IIR filter structures for adaptive digital filtering

Andrew W. Hull, W. Kenneth Jenkins

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

The interaction between IIR (infinite-impulse-response) filter structures and adaptive algorithms is examined with particular emphasis given to the IIR normal filter structure. The relationship between the direct form and normal IIR filter structures and the RLMS and SHARF algorithms is explored. The normal form is shown to improve the convergence behavior of the SHARF algorithm over implementations with the direct form. The error surfaces of the normal and direct form filters are examined and the desirable properties of the normal form surfaces are identified.

Original language	English (US)
Title of host publication	Proceedings - IEEE International Symposium on Circuits and Systems
Publisher	Publ by IEEE
Pages	527-530
Number of pages	4
ISBN (Print)	9517212399
State	Published - Dec 1 1988

Publication series

Name	Proceedings - IEEE International Symposium on Circuits and Systems
Volume	1
ISSN (Print)	0271-4310

All Science Journal Classification (ASJC) codes

Electrical and Electronic Engineering

Cite this

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title = "Comparison of two IIR filter structures for adaptive digital filtering",

abstract = "The interaction between IIR (infinite-impulse-response) filter structures and adaptive algorithms is examined with particular emphasis given to the IIR normal filter structure. The relationship between the direct form and normal IIR filter structures and the RLMS and SHARF algorithms is explored. The normal form is shown to improve the convergence behavior of the SHARF algorithm over implementations with the direct form. The error surfaces of the normal and direct form filters are examined and the desirable properties of the normal form surfaces are identified.",

author = "Hull, {Andrew W.} and Jenkins, {W. Kenneth}",

year = "1988",

month = dec,

day = "1",

language = "English (US)",

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Comparison of two IIR filter structures for adaptive digital filtering. / Hull, Andrew W.; Jenkins, W. Kenneth.
Proceedings - IEEE International Symposium on Circuits and Systems. Publ by IEEE, 1988. p. 527-530 (Proceedings - IEEE International Symposium on Circuits and Systems; Vol. 1).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

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N2 - The interaction between IIR (infinite-impulse-response) filter structures and adaptive algorithms is examined with particular emphasis given to the IIR normal filter structure. The relationship between the direct form and normal IIR filter structures and the RLMS and SHARF algorithms is explored. The normal form is shown to improve the convergence behavior of the SHARF algorithm over implementations with the direct form. The error surfaces of the normal and direct form filters are examined and the desirable properties of the normal form surfaces are identified.

AB - The interaction between IIR (infinite-impulse-response) filter structures and adaptive algorithms is examined with particular emphasis given to the IIR normal filter structure. The relationship between the direct form and normal IIR filter structures and the RLMS and SHARF algorithms is explored. The normal form is shown to improve the convergence behavior of the SHARF algorithm over implementations with the direct form. The error surfaces of the normal and direct form filters are examined and the desirable properties of the normal form surfaces are identified.

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M3 - Conference contribution

AN - SCOPUS:0024125367

SN - 9517212399

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BT - Proceedings - IEEE International Symposium on Circuits and Systems

PB - Publ by IEEE

ER -

Comparison of two IIR filter structures for adaptive digital filtering

Abstract

Publication series

All Science Journal Classification (ASJC) codes

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