DocumentCode
1833060
Title
Methodology to Estimate the Transient Evoked Responses for the Generation of Steady State Responses
Author
Bohorquez, J. ; Ozdamar, O. ; Acikgoz, N. ; Yavuz, E.
Author_Institution
Univ. of Miami, Coral Gables
fYear
2007
fDate
22-26 Aug. 2007
Firstpage
2444
Lastpage
2447
Abstract
A method to acquire transient evoked responses at high rates, corresponding to traditional steady state responses (SSR) is developed. Continuous loop averaging deconvolution (CLAD) method is used in conjunction with tailored, low-jitter stimulation sequences. A physiological brain convolution model for SSR generation is adapted and mathematically analyzed. A SSR synthesis method from acquired transient evoked potentials is proposed and implemented. The mathematical models are used to guide the stimulation sequence design method. Visual evoked potentials (VEP) at 10 Hz and auditory evoked responses (AER) at 40 Hz and 80 Hz are acquired using the specially designed and the traditional SSR sequences. Acquired and synthetically generated SSRs are then compared in time and frequency domains to asses the method consistency. The experimental results show an excellent agreement between the acquired and synthetic SSR in all three modalities.
Keywords
auditory evoked potentials; deconvolution; electroencephalography; frequency-domain analysis; jitter; medical signal processing; time-domain analysis; visual evoked potentials; auditory evoked responses; continuous loop averaging deconvolution; frequency 10 Hz; frequency 40 Hz; frequency 80 Hz; frequency-domain analysis; physiological brain convolution model; steady state responses; tailored low-jitter stimulation sequences; time-domain analysis; transient evoked responses; visual evoked potentials; Auditory system; Biomedical engineering; Deconvolution; Frequency domain analysis; Intersymbol interference; Mathematical model; Signal to noise ratio; State estimation; Steady-state; Testing; Acoustic Stimulation; Algorithms; Audiometry, Evoked Response; Brain; Electroencephalography; Equipment Design; Evoked Potentials, Auditory; Evoked Potentials, Auditory, Brain Stem; Evoked Potentials, Visual; Fourier Analysis; Humans; Models, Statistical; Models, Theoretical; Signal Processing, Computer-Assisted; Transients and Migrants;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location
Lyon
ISSN
1557-170X
Print_ISBN
978-1-4244-0787-3
Type
conf
DOI
10.1109/IEMBS.2007.4352822
Filename
4352822
Link To Document