Aiming at disadvantages of the existing ID authentication methods on smart mobile-phone
ID authentication method based on physiological tremor is proposed. To achieve the authentication
the physiological tremor of the upper limb is used as biological feature
when a user holds a mobile device with a specific static posture
tremor data is recorded from the embedded accelerometer of the device
after signal preprocessing
power spectral density( PSD) is obtained and act as ID template
then similarity between the test signal and the template is calculated by dynamic time warping algorithm( DTW)
and the authentication result is obtained from the similarities. Experimental results show that both the equal error rate( EER) and the half total error rate( HTER) are below 8 %
Parkinson’s disease and essential tremor classification on mobile device [J] . Alan Michael Woods,Mariusz Nowostawski,Elizabeth A. Franz,Martin Purvis. Pervasive and Mobile Computing . 2013