DocumentCode
30325
Title
A Bispectral Approach to Analyze Nonlinear Cochlear Active Mechanisms in Transient Evoked Otoacoustic Emissions
Author
Marchesi, S. ; Tognola, G. ; Paglialonga, A.
Author_Institution
Inst. of Biomed. Eng., Milan, Italy
Volume
7
Issue
4
fYear
2013
fDate
Aug. 2013
Firstpage
401
Lastpage
413
Abstract
A new approach to study nonlinearity in cochlear active mechanisms, as evaluated in transient evoked otoacoustic emissions (TEOAEs), is presented. TEOAEs are signals generated in the cochlea by a mix of linear and nonlinear mechanisms. This new approach was designed to complement the traditional TEOAE analysis performed by currently available systems used in objective hearing screening and assessment. Nonlinearity of TEOAEs was studied by means of the bispectrum, which is able to find out quadratic frequency couplings (QFCs) that occur when a frequency is not only generated by an independent cochlear source, but it is the result of the interaction among a number of cochlear sources. To fit with the technical constraints of currently available TEOAE systems, the bispectrum was estimated by the third-order scaled polyperiodogram. The proposed method was characterized with synthesized TEOAEs as a function of the main TEOAE parameters and then used to analyze TEOAEs recorded in normal hearing adults and full-term neonates. Results revealed the presence of QFCs in both adult and neonatal TEOAEs, with peculiar patterns and significantly different frequency content in the two groups: adults had QFCs mainly around 2 kHz and neonates had QFCs mainly in the range 3.5-4 kHz.
Keywords
ear; hearing; medical signal processing; otoacoustic emissions; paediatrics; bispectral approach; bispectrum estimation; frequency 2 kHz; frequency 3.5 kHz to 4 kHz; full-term neonates; independent cochlear source; linear mechanisms; nonlinear cochlear active mechanisms; nonlinear mechanisms; normal hearing adults; objective hearing screening; quadratic frequency couplings; third-order scaled polyperiodogram; transient evoked otoacoustic emissions; Auditory system; Feature extraction; Monitoring; Pediatrics; Signal to noise ratio; Transient analysis; Bispectrum; cochlear active mechanisms; nonlinearity; polyperiodogram; quadratic frequency coupling; transient evoked otoacoustic emissions; Adult; Cochlea; Evoked Potentials, Auditory; Hearing; Humans; Infant, Newborn; Nonlinear Dynamics; Otoacoustic Emissions, Spontaneous; Signal Processing, Computer-Assisted; Sound Spectrography;
fLanguage
English
Journal_Title
Biomedical Circuits and Systems, IEEE Transactions on
Publisher
ieee
ISSN
1932-4545
Type
jour
DOI
10.1109/TBCAS.2012.2223212
Filename
6420985
Link To Document