Improving the Robustness of Real-Time Myoelectric Pattern Recognition against Arm Position Changes in Transradial Amputees

Table 2

Offline motion classification accuracy and real-time motion completion rate for each amputee when using SPC, CC, and MPC, respectively.

	Classification accuracy (%)			Completion rate (%)
	SPC	CC	MPC	SPC	CC	MPC
TR01	95.20	95.10	93.80	82.9	92.40	97.10
TR02	95.90	95.80	85.90	57.1	78.10	76.20
TR03	92.60	92.50	82.60	62.9	75.20	75.20
TR04	90.70	90.60	75.00	78.1	78.10	88.60
TR05	91.90	91.80	80.60	41.9	42.90	49.50
AVE + STD	93.30 ± 2.20	93.20 ± 2.20	83.60 ± 7.00	64.60 ± 16.50	73.30 ± 18.30	77.30 ± 18.00