Human Activity Recognition Based on a Modified Capsule Network

Table 7

Comparison of the methods and experimental results.

References	Sensor	Model	Accuracy (%)
[21]	7 IMU	LSTM-CNN	97.78
[22]	4 IMU	DDLMI	97.64
[40]	IMU EMG	BP	93.76
[41]	EEG sEMG	EDMEFNet	88.44
[42]	8 sEMG	GA-DANN	94.89
[37]	5 IMU	LSTM	>95
This paper	1 IMU	MCN	96.08