Title :
Estimation of distortion product otoacoustic emissions
Author :
Ma, Wing-Kin ; Zhang, Yuan-ting
Author_Institution :
Dept. of Electron. Eng., Chinese Univ. of Hong Kong, Shatin, Hong Kong
Abstract :
Distortion product otoacoustic emissions (DPOAE´s) are acoustic signals generated from the cochlea when stimulated by dual tone stimulus. The measurement of the DPOAE´s is useful in objectively assessing the hearing functionality of humans. The parameter estimation of the DPOAE´s has been based on the fast Fourier transform (FFT) technique, which may not guarantee optimum performance in general. In this paper, the authors investigate the optimal maximum-likelihood estimator (MLE) for the DPOAE´s. Experiments showed that the performance of the MLE is superior to those of the conventional FFT estimators. Furthermore, it is proven that the unwindowed FFT estimator is essentially the MLE when the stimulus tones are constrained to exhibit complete cycle within the data frame.
Keywords :
fast Fourier transforms; maximum likelihood estimation; medical signal processing; otoacoustic emissions; cochlea; data frame; dual tone stimulus; human hearing functionality objective assessment; optimal maximum-likelihood estimator; unwindowed FFT estimator; Acoustic distortion; Acoustic emission; Acoustic measurements; Auditory system; Distortion measurement; Fast Fourier transforms; Humans; Maximum likelihood estimation; Parameter estimation; Signal generators; Acoustic Stimulation; Artifacts; Cochlea; Hearing; Hearing Tests; Humans; Models, Biological; Models, Statistical; Normal Distribution; Otoacoustic Emissions, Spontaneous; ROC Curve; Signal Processing, Computer-Assisted;
Journal_Title :
Biomedical Engineering, IEEE Transactions on