2022
DOI: 10.21203/rs.3.rs-1394550/v1
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Modeling and Analysis of Fatigue Detection With Multi-channel Data Fusion

Abstract: To address the problem of accurate assessment of training effects of flight simulators, an intelligent algorithm using neural networks and reinforcement learning is proposed in the paper. The multi-dimensional data of facial expression features and EEG and EM physiological signals are analyzed, and a new evaluation model for assessing human spatial balance, attention distribution, neurological weakness and other pilot training states is studied through facial expression experiments mainly and eye-movement and … Show more

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