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EEG-based early driver fatigue detection Jun 22 2012 22:16:28

this project will get sleep eeg data. need to to pre-processing first

- convert time-based into frequency-based

- filter the signal 0.5hz-50hz

- remove artifacts

- divide the signal into 4 bands (alpha, beta, theta, delta)

then, the clean signal data will be used as input data in neural network to classify fatigue. need to do the

- training

- evaluation

- test

(optional) the four bands will be used as input in the fuzzy inference later to determine the level of the fatigue

Kĩ năng: Matlab and Mathematica

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( 0 nhận xét ) Malaysia

ID dự án: #1712350

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