EEG-based biometric identification using frequency-weighted power feature - Monsy, Jijomon Chettuthara; Vinod, Achutavarrier Prasad (IET biometrics, 2020)
Keywords: Access control; Accuracy; art EEG features; Biometric identification; biometric identification technique; Biometrics; biometrics (access control); brain; brain activity; brainwave‐based biometric identification; Classification; correlation‐based classifier; corresponding power density value; Data acquisition; Data collection; EEG; Electrodes; Electroencephalography; eyes‐closed resting‐state; Frequencies; frequency‐weighted power feature; FWP; higher discrimination; medical signal processing; Methods; Neural networks; neurophysiology; nonstationary EEG signal; Nuclear power plants; Pattern recognition systems; person identification; Physiology; relevant subject‐specific information; Research Article; robust features; Signal processing; specific band; specific frequency band; sufficient discriminability; unique neuronal signature; Wavelet transforms; brainwave-based biometric identification; electroencephalography; correlation-based classifier; sufficient discriminability; specific frequency band; unique neuronal signature; nonstationary EEG signal; art EEG features; brain; biometrics (access control); biometric identification technique; specific band; medical signal processing; higher discrimination; relevant subject-specific information; person identification; eyes-closed resting-state; frequency-weighted power feature; robust features; neurophysiology; brain activity; corresponding power density value; FWP