Skip to main content
. 2020 Jan 10;2020:6925107. doi: 10.1155/2020/6925107

Table 6.

Five compared feature extraction methods and the corresponding operations.

Name Operation
Mean X Mean=(1/N)∑n=1Nx(n)
RMS XRMS=1/Nn=1Nx2n
EMD Empirical mode decomposition (EMD) is a method of signal decomposition based on the time-scale characteristics of the data itself, the detailed process of which can refer to [46].
DWT Discrete wavelet transform (DWT) is a discrete wavelet transform method. Its detailed process can refer to [47].
ASR Artifact subspace reconstruction (ASR) is relatively new technique, and it is based on new approach of signal reconstruction with the reference signal fragment. The detailed process of ASR can refer to [48].