Performance analysis of normalized update algorithm for adaptive digital notch filter

Abstract

Methods of analyzing the convergence and steady-state characteristics of an adaptive notch filter whose coefficient is estimated by a normalized gradient algorithm are presented. The adaptive detection of a sinusoid with white Gaussian noise is investigated. An expression for the necessary iterations of convergence is derived. The basic idea is the… (More)

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