An Adaptive Joint Sparsity Recovery for Compressive Sensing Based EEG System

Table 1

Summary of CS-based EEG monitoring approaches presented in the literature.

References	Sparsifying basis	Reconstruction algorithm	CR	PRD	MSE
Abdulghani et al. [11]	B-Spline	BP	0.33	18.61	—
Casson and Rodriguez-Villegas [33]	DWT	BP	0.4	25	—
Zhang et al. [15]	DWT	BSBL	0.5	—	0.078
Liu et al. [16]	Second-order difference matrix		0.5	—	0.045