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

Taidot: Matlab ja Mathematica

Näytä lisää: driver fatigue 2012 project, fatigue detection, eeg fatigue detection, neural, neural network, fatigue, EEG, Early, frequency data, inference, based test, fuzzy inference, fuzzy neural network project, network based project, data input test, time based, data evaluation, driver project, fuzzy neural network, network filter driver, evaluation test data processing, neural network project, neural network fraud detection, neural network based projects india, neural network thesis based matlab

Tietoa työnantajasta:
( 0 arvostelua ) Malaysia

Projektin tunnus: #1712350

1 freelanceri on tarjonnut keskimäärin 200 $ tähän työhön


Hired by the Employer

200 $ USD 6 päivässä
(15 arvostelua)