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Sheng Wu Yi Xue Gong Cheng Xue Za Zhi ; 27(3): 495-9, 2010 Jun.
Article in Chinese | MEDLINE | ID: mdl-20649005

ABSTRACT

Traditional EP analysis is developed under the condition that the background noises in EP are Gaussian distributed. Alpha stable distribution, a generalization of Gaussian, is better for modeling impulsive noises than Gaussian distribution in biomedical signal processing. Conventional blind separation and estimation method of evoked potentials is based on second order statistics (SOS). In this paper, we propose a new algorithm based on minimum dispersion criterion and Givens matrix. The simulation experiments show that the proposed new algorithm is more robust than the conventional algorithm.


Subject(s)
Algorithms , Artifacts , Electroencephalography/methods , Evoked Potentials/physiology , Signal Processing, Computer-Assisted , Brain/physiology , Humans , Normal Distribution
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