Identification of Anisomerous Motor Imagery EEG Signals Based on Complex Algorithms

Table 4

Comparison between the proposed method and previous studies for MI recognition.

Author	Electrode number	State number	Analysis method	AC (%)
Brunner [17]	22	4	CSP, LDAs	65.1
Lu [33]	64	3	SCS-NMF, SVM	68.9
García-Laencina [34]	4	2	BP/HJ/AAR, LFDA	77.3
Yi [4]	64	7	CAR, CSP, SVM	70
This study	16	4	wCCA, R-CSP, KNN-SVM	87