Gaussian Elimination-Based Novel Canonical Correlation Analysis Method for EEG Motion Artifact Removal

Table 1

Parametric comparison of the artifact removal methods with CCA and GECCA.

Algorithm	With DWT filtering		With SWT filtering
Parameters	EEMD-CCA	EEMD-GECCA	EEMD-CCA	EEMD-GECCA
MSE	69.3283	51.2272	70.2484	50.1366
Correlation improvement	0.0019	0.0666	0.0103	0.0654
Lambda	66.8838	86.0016	66.2544	87.2759
DSNR	17.7248	29.0387	17.2621	30.2080