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Convention Paper

Design Criteria for Simple Sinusoidal Parameter Estimation Based on Quadratic Interpolation of FFT Magnitude Peaks

Authors: Abe, Mototsugu; Smith, Julius O., III

AES Convention 117 · Paper 6256 · October 2004

Abstract

Due to its simplicity and accuracy, quadratic peak interpolation in a zero-padded Fast Fourier Transform (FFT) has been widely used for sinusoidal parameter estimation in audio applications. While general criteria can guide the choice of window type, FFT length, and zero-padding factor, it is sometimes desirable in practice to know more precisely the requirements for achieving a prescribed error bound. In this paper, we theoretically predict and numerically measure the errors associated with various choices of analysis parameters, and provide precise criteria for designing the estimator. In particular, we determine 1) the minimum zero-padding factor needed for a given error bound in quadratic peak interpolation, and 2) the minimum allowable frequency separation for a given window length, for various window types.

Details

Published in
AES Convention 117
AES Convention
117
Paper number
6256
Publication date
October 6, 2004
Session subject
Signal Processing
Affiliation
SONY Corporation, Tokyo, Japan ; CCRMA, Music Department, Stanford University, CA (See document for exact affiliation information.)
Type
Convention Paper