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
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;
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
Print_ISBN :
978-1-4244-0787-3
DOI :
10.1109/IEMBS.2007.4352822