FAMILY OF ADAPTIVE IIR DIGITAL FILTERING ALGORITHMS WITH GLOBAL CONVERGENCE.

H. Fan; W. K. Jenkins

FAMILY OF ADAPTIVE IIR DIGITAL FILTERING ALGORITHMS WITH GLOBAL CONVERGENCE.

H. Fan, W. K. Jenkins

Research output: Contribution to journal › Conference article › peer-review

Abstract

A family of stochastic approximation variants of the identification scheme presented by K. Steiglitz and L. E. McBride (1965) is developed for adaptive IIR filtering. Parameter convergence is shown by computer simulation. An interesting phenomenon, global convergence regardless of local minima, is observed.

Original language	English (US)
Pages (from-to)	221-224
Number of pages	4
Journal	Proceedings - IEEE International Symposium on Circuits and Systems
State	Published - 1986

All Science Journal Classification (ASJC) codes

Electrical and Electronic Engineering

Cite this

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title = "FAMILY OF ADAPTIVE IIR DIGITAL FILTERING ALGORITHMS WITH GLOBAL CONVERGENCE.",

abstract = "A family of stochastic approximation variants of the identification scheme presented by K. Steiglitz and L. E. McBride (1965) is developed for adaptive IIR filtering. Parameter convergence is shown by computer simulation. An interesting phenomenon, global convergence regardless of local minima, is observed.",

author = "H. Fan and Jenkins, {W. K.}",

year = "1986",

language = "English (US)",

pages = "221--224",

journal = "Proceedings - IEEE International Symposium on Circuits and Systems",

issn = "0271-4310",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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T1 - FAMILY OF ADAPTIVE IIR DIGITAL FILTERING ALGORITHMS WITH GLOBAL CONVERGENCE.

AU - Fan, H.

AU - Jenkins, W. K.

PY - 1986

Y1 - 1986

N2 - A family of stochastic approximation variants of the identification scheme presented by K. Steiglitz and L. E. McBride (1965) is developed for adaptive IIR filtering. Parameter convergence is shown by computer simulation. An interesting phenomenon, global convergence regardless of local minima, is observed.

AB - A family of stochastic approximation variants of the identification scheme presented by K. Steiglitz and L. E. McBride (1965) is developed for adaptive IIR filtering. Parameter convergence is shown by computer simulation. An interesting phenomenon, global convergence regardless of local minima, is observed.

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UR - http://www.scopus.com/inward/citedby.url?scp=0022565082&partnerID=8YFLogxK

M3 - Conference article

AN - SCOPUS:0022565082

SN - 0271-4310

SP - 221

EP - 224

JO - Proceedings - IEEE International Symposium on Circuits and Systems

JF - Proceedings - IEEE International Symposium on Circuits and Systems

ER -

FAMILY OF ADAPTIVE IIR DIGITAL FILTERING ALGORITHMS WITH GLOBAL CONVERGENCE.

Abstract

All Science Journal Classification (ASJC) codes

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