Research Article

Classification of Two Class Motor Imagery Tasks Using Hybrid GA-PSO Based -Means Clustering

Table 1

Features used for classification with their type.

TypeFeature

Linear time frequency processingShort time Fourier transform

Bilinear time frequency processing (Cohen’s class)Born Jordan
Choi-Williams distribution
Pseudo-Wigner-Ville distribution
Smoothed pseudo-Wigner-Ville distribution
Wigner-Ville distribution
Zhaos-Atlas-Marks distribution

Bilinear time frequency processing (Affine class)Unitary Bertrand distribution
D-Flandrin distribution
Scalogram for Morlet wavelet
Smoothed pseudo-Affine-Wigner distribution