In this study for the optimization of the representation of
gait patterns before training the ANN the discrete wavelet
transform was employed for extracting gait features as inputs
of the constructed ANN model on the basis of the fact that the
characteristic of gait is the non-stationary with rich in dynamic
time-related data and partly disturbed by noise