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State-space approach to steady-state analysis of adaptive IIR notch filters

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3 Author(s)
Mvuma, A. ; Dept. of Telecommun. Eng., Dar es Salaam Univ., Tanzania ; Nishimura, S. ; Hinamoto, T.

In this paper we propose a novel state-space approach to steady-state analysis of a gradient algorithm (GA) for a second-order adaptive infinite impulse response (IIR) notch filter. A general expression for the sinusoid frequency estimation mean square error (MSE) in terms of state-space matrices of a third-order complex-coefficient system is presented. A closed form expression is then derived from the general expression and computer simulation results are included to confirm its accuracy.

Published in:

Circuits and Systems, 2005. 48th Midwest Symposium on

Date of Conference:

7-10 Aug. 2005

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