Title :
Signal processing of the auditory brainstem response: investigation into the use of discrete wavelet analysis
Author :
Wilson, Wayne J. ; Winter, Mark ; Kerr, Gill ; Aghdasi, Farzin
Author_Institution :
Dept. of Speech Pathology & Audiology, Univ. of the Witwatersrand, Johannesburg, South Africa
Abstract :
Multiresolutional wavelet analysis of the auditory brainstem response (ABR) in the time frequency domain (TFD) has immense potential for improving this test´s sensitivity and specificity as a diagnostic assessment tool, but the choice of wavelet remains a problem. This study compared the clinical significance, as versus the obvious mathematical significance, of using Daubechies 5, symlet 4, and biorthogonal 3.5 wavelet techniques to obtain ABR TFD results in normal subjects. The wavelet techniques showed multiple statistical differences between their TFD results, with a significant number being clinically significant, particularly for TFD component amplitudes. These findings warn against the clinical comparison of TFD ABR results obtained using different wavelets and reinforces the need to state specifically the wavelet procedures used when conducting clinical ABR multiresolutional wavelet analysis
Keywords :
auditory evoked potentials; medical signal processing; statistical analysis; time-frequency analysis; wavelet transforms; ABR; Daubechies 5 wavelets; auditory brainstem response; biorthogonal 3.5 wavelets; diagnostic assessment tool; discrete wavelet analysis; multiresolutional wavelet analysis; signal processing; symlet 4 wavelets; time frequency domain; Continuous wavelet transforms; Discrete wavelet transforms; Frequency; Signal analysis; Signal processing; Signal resolution; Speech analysis; Wavelet analysis; Wavelet domain; Wavelet transforms;
Conference_Titel :
Communications and Signal Processing, 1998. COMSIG '98. Proceedings of the 1998 South African Symposium on
Conference_Location :
Rondebosch
Print_ISBN :
0-7803-5054-5
DOI :
10.1109/COMSIG.1998.736914