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. 2020 Aug 7;20(16):4405. doi: 10.3390/s20164405

Table 2.

The accuracy of the Kinect sensor for Euclidean matching and DTW matching. The RMSE and also the Pearson correlation (r) were averaged for all iterations performed during data collection. A qualitative scale with which to measure the degree of correlation present at each signal has been implemented. High: if r lies between ±0.80 and ±1. Moderate: if r lies between ±0.50 and ±0.79. Low: if r lies below ±0.49. The average speed from all the iterations was 1.52±0.05 m/s.

Euclidean Matching Dynamic Time Warping Matching
RMSE (°) Pearson Correlation Qualitative r RMSE (°) Pearson Correlation Qualitative r
(Mean ± SD) (Mean ± SD) (H./M./L.) (Mean ± SD) (Mean ± SD) (H./M./L.)
Sagittal Knee flex/ext. 13.15 ± 1.83 0.91 ± 0.04 HIGH 10.47 ± 1.49 0.94 ± 0.02 HIGH
Hip flex/ext. 6.20 ± 2.08 0.94 ± 0.03 HIGH 2.65 ± 1.06 0.99 ± 0.01 HIGH
Shoulder flex/ext. 9.53 ± 3.88 0.94 ± 0.02 HIGH 5.80 ± 3.39 0.97 ± 0.03 HIGH
Trunk forw/back. tilt 2.09 ± 0.38 0.75 ± 0.02 MODERATE 1.93 ± 0.40 0.91 ± 0.04 HIGH
Pelvis ant/post. tilt 3.22 ± 0.37 0.72 ± 0.07 MODERATE 3.14 ± 0.39 0.87 ± 0.06 HIGH
Frontal Hip add/abd. 5.83 ± 0.99 0.41 ± 0.19 LOW 4.70 ± 0.94 0.63 ± 0.13 MODERATE
Shoulder add./abd. 11.76 ± 3.98 0.87 ± 0.08 HIGH 11.69 ± 3.98 0.94 ± 0.05 HIGH
Trunk right/left sway 1.31 ± 0.39 0.50 ± 0.19 MODERATE 1.10 ± 0.36 0.62 ± 0.18 MODERATE
Pelvis up/down. obliquity 4.44 ± 0.48 0.40 ± 0.15 LOW 3.11 ± 0.42 0.76 ± 0.08 MODERATE
Transverse Trunk int/ext. rotation 5.26 ± 0.64 0.88 ± 0.05 HIGH 5.09 ± 0.58 0.96 ± 0.02 HIGH
Pelvis int/ext. rotation 5.88 ± 0.36 0.54 ± 0.14 MODERATE 4.81 ± 0.43 0.72 ± 0.12 MODERATE