Mental Fatigue Detection of Construction Equipment Operators Based on EEG Collected by a Novel Valve-Type Semidry Electrode Using Deep Residual Shrinkage Networks Under Real Construction Environment - Wang, Fuwang; Chen, Daping; Zhang, Xiaolei (IEEE transactions on instrumentation and measurement, 2024)
Keywords: Accuracy; Algorithms; Classification algorithms; Construction equipment; Construction equipment operators; Data acquisition; deep residual shrinkage network (DRSN); Electrodes; Electroencephalography; electroencephalography (EEG); Fatigue; Feature recognition; Impedance; mental fatigue; Noise measurement; novel valve-type semidry electrode; Operators (personnel); Signal classification; Signal quality; Skin; Springs