Some Characteristics of Error Surfaces for Insufficient Order Adaptive IIR Filters

Majid Nayeri; Hong Fan; W. K. Jenkins

doi:10.1109/29.57551

Some Characteristics of Error Surfaces for Insufficient Order Adaptive IIR Filters

Majid Nayeri, Hong Fan, W. K. Jenkins

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15 Scopus citations

Abstract

In this correspondence, the error surfaces associated with insufficient order adaptive filters with white input are considered. It is shown that some sufficient, but not necessary, conditions for multi-modality of these surfaces can be identified. A convenient method is also presented which determines the stationary points of some insufficient order adaptive filters with colored inputs.

Original language	English (US)
Pages (from-to)	1222-1227
Number of pages	6
Journal	IEEE Transactions on Acoustics, Speech, and Signal Processing
Volume	38
Issue number	7
DOIs	https://doi.org/10.1109/29.57551
State	Published - Jul 1990

All Science Journal Classification (ASJC) codes

Signal Processing

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10.1109/29.57551

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title = "Some Characteristics of Error Surfaces for Insufficient Order Adaptive IIR Filters",

abstract = "In this correspondence, the error surfaces associated with insufficient order adaptive filters with white input are considered. It is shown that some sufficient, but not necessary, conditions for multi-modality of these surfaces can be identified. A convenient method is also presented which determines the stationary points of some insufficient order adaptive filters with colored inputs.",

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AB - In this correspondence, the error surfaces associated with insufficient order adaptive filters with white input are considered. It is shown that some sufficient, but not necessary, conditions for multi-modality of these surfaces can be identified. A convenient method is also presented which determines the stationary points of some insufficient order adaptive filters with colored inputs.

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Some Characteristics of Error Surfaces for Insufficient Order Adaptive IIR Filters

Abstract

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