Removing ocular artifact of EEG signal using SOBI-RO on motor imagery experiment
Arjon Turnip, Aris Munandar, Grace Gita Redhyka, Pius Sebleku, Angga Dwi Firmanto, Togar Saragi, Bernard Y. Tumbelaka · 2014
Eye blinking known as ocular artifact cause changes to the electric fields over the scalp and as a result, EEG recordings are often significantly distorted and their interpretation problematic. In this paper, an algorithm using second order blind identification with robust orthogonalization (SOBI-RO) is used to remove the ocular artifact in a motor imagery experiment. Simulation results shows that the ocular artifacts are significantly removed and the sources of the brain activity are clearly identified. The identification performance using signal to distortion ratio value about 68.88% is achieved.