Detection of brainstem auditory evoked potential by adaptive filtering

作者: F. H. Y. Chan , F. K. Lam , P. W. F. Poon , W. Qiu

DOI: 10.1007/BF02522949

关键词:

摘要: A method of detecting brainstem auditory evoked potential (BAEP) using adaptive signal enhancement (ASE) is proposed and tested in humans cats. The ASE this system estimates the component primary input, which correlated with reference input to filter. carefully designed make an optimal rapid estimation corrupted noise, such as ongoing EEG. With a good choice it possible track variability BAEP efficiently rapidly. Moreover, number repetitions required could be markedly reduced result superior that ensemble averaging (EA). To detect cats, only 30 averages are needed obtain reasonable filter, and, for humans, 350–750 sufficient satisfactory result. Using LMS algorithm, individual can obtained real-time.

参考文章(19)
Walter Do, A posteriori "Wiener filtering" of average evoked responses. Electroencephalography and Clinical Neurophysiology. ,(1968)
F. K. Lam, F. H. Y. Chan, P. W. F. Poon, M. H. Du, B. Z. Xu, Visual Evoked Potential Measurement by Maximum Length Sequence Technique Bio-medical Materials and Engineering. ,vol. 1, pp. 91- 103 ,(1991) , 10.3233/BME-1991-1202
S Haykin, Adaptive Filter Theory ,(1986)
Nitish V. Thakor, Adaptive Filterng of Evoked Potentials IEEE Transactions on Biomedical Engineering. ,vol. BME-34, pp. 6- 12 ,(1987) , 10.1109/TBME.1987.326024
Philip A. Parker, Ramachandran Gopalan, Evoked Response Signal and System Nonlinearity IEEE Transactions on Biomedical Engineering. ,vol. BME-34, pp. 771- 778 ,(1987) , 10.1109/TBME.1987.325919
P.G. Madhavan, Minimal repetition evoked potentials by modified adaptive line enhancement IEEE Transactions on Biomedical Engineering. ,vol. 39, pp. 760- 764 ,(1992) , 10.1109/10.142652
Clare D. McGillen, Jorge I. Aunon, Kai-Bor Yu, Signals and Noise in Evoked Brain Potentials IEEE Transactions on Biomedical Engineering. ,vol. BME-32, pp. 1012- 1016 ,(1985) , 10.1109/TBME.1985.325510
F. H. Y. Chan, F. K. Lam, P. W. F. Poon, M. H. Du, Measurement of human BAERs by the maximum length sequence technique Medical & Biological Engineering & Computing. ,vol. 30, pp. 32- 40 ,(1992) , 10.1007/BF02446190
B. Widrow, J.R. Glover, J.M. McCool, J. Kaunitz, C.S. Williams, R.H. Hearn, J.R. Zeidler, Jr. Eugene Dong, R.C. Goodlin, Adaptive noise cancelling: Principles and applications Proceedings of the IEEE. ,vol. 63, pp. 1692- 1716 ,(1975) , 10.1109/PROC.1975.10036