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. 2021 Jun 9;21(12):3989. doi: 10.3390/s21123989

Table 4.

Stride time RMSE and mean absolute bias values (standard deviation) for the straight over ground walking task and the obstacle navigation task reported in milliseconds. Algorithm type is represented by each row; sensor location is represented in each column. Bold text indicates an RMSE/mean absolute bias value was lowest across algorithms for a given sensor location. Italicized text indicates an RMSE/mean absolute bias value was lowest across sensor locations for a given algorithm.

Straight over Ground Walking
Stride Time Algorithm Type Dorsal Foot Heel Lower Lateral Shank Middle Lateral Shank Shin Bone
(1) Velocity Minima RMSE
Abs Bias
17.2 9.2 28.3 12.1 15.7
11.5(12.8) 7.2(5.6) 18.6(21.4) 9.4(7.6) 10.7(11.5)
(2) Velocity Zero Crossing RMSE
Abs Bias
12.3 12.4 12.6 12.8 12.8
9.7(7.5) 9.9(7.5) 10.1(7.6) 10.2(7.7) 10.2(7.6)
(3) SIacc/APacc RMSE
Abs Bias
35.0 33.6 45.5 53.3 28.0
21.8(27.4) 23.3(24.2) 29.6(34.6) 40.6(34.6) 21.4(18.1)
(4) MLvel/APacc RMSE
Abs Bias
14.8 13.4 11.7 10.7 34.6
10.5(10.5) 9.8(9.1) 9.4(6.9) 8.8(6.1) 24.9(24.1)
(5) APacc/MLvel RMSE
Abs Bias
29.1 20.1 70.4 52.9 52.3
18.6(22.4) 11.0(16.8) 51.9(47.5) 33.3(41.0) 33.7(40.0)
Obstacle navigation
Algorithm Type Dorsal Foot Heel Lower Lateral Shank Middle Lateral Shank Shin Bone
(1) Velocity Minima RMSE
Abs Bias
19.5 9.4 33.3 15.5 21.6
11.9(15.4) 5.6(7.5) 22.0(25.0) 10.5(11.4) 13.1(17.2)
(2) Velocity Zero Crossing RMSE
Abs Bias
15 14.3 15 14.8 15.2
11.2(10) 10.4(9.8) 11.3(9.9) 11.1(9.8) 11.4(10.1)
(3) SIacc/APacc RMSE
Abs Bias
33.6 44.0 43.8 60.5 32.6
22.1(25.4) 34.3(27.5) 30.9(31) 44.1(41.5) 20.3(25.6)
(4) MLvel/APacc RMSE
Abs Bias
18.0 10.3 13.0 13.2 41.9
11.6(13.8) 6.8(7.8) 9.6(8.7) 9.4(9.3) 29.7(29.6)
(5) APacc/MLvel RMSE
Abs Bias
24.7 18.7 77.2 56.2 47.2
17.2(17.7) 8.8(16.5) 58.5(50.3) 37.2(42.1) 31.1(35.5)