Title :
Latency change estimation for evoked potentials via a new generalized cross correlation method
Author :
Prahlad, Meera ; Kong, Xuan ; Tahernezhadi, Mansour
Author_Institution :
Dept. of Electr. Eng., Northern Illinois Univ., DeKalb, IL, USA
fDate :
31 Oct-3 Nov 1996
Abstract :
Variations in Evoked Potential (EP) can be used to detect changes in the neurological system. Experiments have shown a good correlation between latency variations and injury-related changes in the neurological system. Reliable detection and accurate estimation of latency changes in EP therefore become very important in monitoring the status of the neurological system. In this paper, the Generalized Cross Correlation (GCC) method is used to estimate latency changes in EP. Experimental results show that the performance of the GCC method can be improve significantly by using the Linear Prediction Coefficients (LPC) to estimate the power spectrum instead of the traditionally used Fast Fourier Transform (FFT)
Keywords :
bioelectric potentials; fast Fourier transforms; medical signal processing; spectral analysis; evoked potentials; generalized cross correlation method; injury-related changes; latency change estimation; linear prediction coefficients; neurological system changes detection; neurological system status monitoring; power spectrum; Autocorrelation; Correlation; Delay effects; Delay estimation; Electroencephalography; Engineering in Medicine and Biology Society; Engineering in medicine and biology; Sequences; Spectral analysis; Testing;
Conference_Titel :
Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE
Conference_Location :
Amsterdam
Print_ISBN :
0-7803-3811-1
DOI :
10.1109/IEMBS.1996.652671