$M=\frac{N-W+B}{B}$	M is the number of samples after sliding segmentation N is the sample length W is the slip window size B is the moving step size
$X_{new}=X_0+w(X-X_0)$	$X_{new}$ is the generated point $X_0$ is the minority category $X$ is the surrounding sample $w$ is the uniform random variable in the range (0,1)
$x(t)\in L^2(R)$	$x(t)$ is the vibration signal $L^2(R)$ is the Hilbert Space
$w_{wt}(a,b)=\frac{1}{\sqrt{a}}{\displaystyle {\int }_{-\infty }^{+\infty }x(t) }{\psi }_{a,b}(\frac{t-b}{a})dt$	$a$ is the translation factor $b$ is the scale parameter ${\psi }_{a,b}$ is a family of wavelet functions $w_{wt}(a,b)$ is the wavelet transform