Abstract-Brain Computer Interface(BCI) is a platform that provides an opportunity to develop an alternative way of communication for patients who lose their ability to communicate. BCI helps people restore their mobility which is driving a wheelchair in this case. With the help of this technique one can understand the intended thoughts of such users. In this paper, different signals from such patients have been analyzed. Essential steps like pre-processing, feature extraction and classification are performed that helps us in analyzing the signal.