FAMILY OF ADAPTIVE IIR DIGITAL FILTERING ALGORITHMS WITH GLOBAL CONVERGENCE.

H. Fan, W. K. Jenkins

Research output: Contribution to journalArticle

1 Citation (Scopus)

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 languageEnglish (US)
Pages (from-to)221-224
Number of pages4
JournalProceedings - IEEE International Symposium on Circuits and Systems
StatePublished - 1986

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Computer simulation

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering
  • Electronic, Optical and Magnetic Materials

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.",
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year = "1986",
language = "English (US)",
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journal = "Proceedings - IEEE International Symposium on Circuits and Systems",
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FAMILY OF ADAPTIVE IIR DIGITAL FILTERING ALGORITHMS WITH GLOBAL CONVERGENCE. / Fan, H.; Jenkins, W. K.

In: Proceedings - IEEE International Symposium on Circuits and Systems, 1986, p. 221-224.

Research output: Contribution to journalArticle

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

AU - Fan, H.

AU - Jenkins, W. K.

PY - 1986

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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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JO - Proceedings - IEEE International Symposium on Circuits and Systems

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