Gait Recognition of Acceleration Sensor for Smart Phone Based on Multiple Classifier Fusion

Table 3

Mean and standard deviation of mean absolute deviation between typical cycle and test cycle.

	OU-Inertial Gait Data		SCUT-NAA		Data 1 (Xiaomi 4C, 30 people)		Data 2 (Samsung Note II, 32 people)
Algorithm	Mean	Std.	Mean	Std.	Mean	Std.	Mean	Std.
Average	7.08	6.86	4.31	2.42	2.54	3.08	4.06	1.67
DTW	4.85	4.14	1.12	0.39	0.84	0.28	0.83	0.75
CRM	4.67	3.99	0.79	0.27	0.51	0.20	0.64	0.79
CDM	4.72	3.35	0.67	0.22	0.69	0.22	0.51	0.85
Fast-DTW	5.22	6.48	2.73	3.08	1.18	0.61	1.54	0.82
LTN	4.78	4.20	0.51	0.20	0.61	0.40	0.91	0.80
DTW+SC	3.96	3.05	0.46	0.22	0.45	0.30	0.50	0.43
LTN+SC	3.89	3.46	0.43	0.26	0.43	0.13	0.48	0.30