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Wavelet based ocular artifact removal from EEG signals using ARMA method and adaptive filtering

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3 Author(s)
Senthil Kumar, P. ; Dept. of Math. & Comput. Applic., PSG Coll. of Technol., Coimbatore, India ; Arumuganathan, R. ; Vimal, C.

A common problem faced during the clinical recording of the electroencephalogram (EEG) signals are the eye-blinks and movement of the eye balls. Eye blinks cause changes to the electric fields around the eyes, and consequently over the scalp. As a result, EEG recordings are often significantly distorted, and their interpretation becomes problematic. A number of methods have been proposed to overcome this problem. In this paper, a method for removal of ocular artifacts is proposed using ARMA (auto-regressive moving average) method with wavelets. A comparison is made for the efficiency of the proposed method without using wavelets. Also, the adaptive filtering technique is used to compare with the proposed method.

Published in:

Intelligent Computing and Intelligent Systems, 2009. ICIS 2009. IEEE International Conference on  (Volume:3 )

Date of Conference:

20-22 Nov. 2009

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