MOVEMENT PATTERN MEASURING APPARATUS USING EEG AND EMG AND METHOD THEREOF

摘要

Disclosed is an apparatus for measuring movements of a user, which may include: a sample pattern storing unit for storing one or more sample patterns which are obtained by patterning EEG waveforms and EMG values; a communication unit for receiving an EEG waveform and an EMG value of the user measured by the EEG and EMG sensors; a pattern normalizing unit for selecting sample patterns with the highest similarity to the received user's patterns among the stored sample patterns, and for normalizing the received user's patterns so that their amplitudes and periods coincide with those of the selected sample patterns; a movement estimating unit for estimating movement of the user by inputting the normalized EEG waveform and EMG value in an artificial neural network algorithm; and a movement determining unit for calculating the user's movement by applying each weight value of the EEG and EMG to each movement estimation value.