Table 33: Comparison between the minimum, maximum and average of the accuracies obtained in the literature review and the accuracy of our results in the recognition of the selected ADL and environments.
| –
|
ADL / Environments: |
Minimum Accuracy (Min) |
Maximum Accuracy (Max) |
Average Accuracy (Avg) |
Our Results (OR) |
Improvements |
| OR - Min |
OR - Max |
OR - Avg |
| Environments |
Bedroom |
N/A |
98.60% |
+98.60% |
+98.60% |
+98.60% |
| Cooking/kitchen |
46.54% |
46.54% |
46.54% |
51.35% |
4.81% |
+4.81% |
+4.81% |
| Gym |
N/A |
87.85% |
+87.85% |
+87.85% |
+87.85% |
| Classroom |
N/A |
37.95% |
+37.95% |
+37.95% |
+37.95% |
| Hall |
N/A |
34.80% |
+34.80% |
+34.80% |
+34.80% |
| Watching TV/living room |
N/A |
33.30% |
+33.30% |
+33.30% |
+33.30% |
| Bar |
N/A |
22.05% |
+22.05% |
+22.05% |
+22.05% |
| Library |
N/A |
19.90% |
+19.90% |
+19.90% |
+19.90% |
| Street |
23,30% |
23,30% |
23.30% |
25.35% |
+2.05% |
+2.05% |
+2.05% |
| ADL |
Running |
68.70% |
100.00% |
87.58% |
95.85% |
27.15% |
-4.15% |
+8.27% |
| Going upstairs |
38.35% |
98.60% |
80.02% |
84.20% |
45.85% |
-14.40% |
+4.18% |
| Walking |
61.00% |
100.00% |
88.99% |
90.90% |
29.90% |
-9.10% |
+1.91% |
| Going downstairs |
39.60% |
98.60% |
75.59% |
77.25% |
37.65% |
-21.35% |
+1.66% |
| Driving |
80.99% |
86.62% |
83.81% |
84.15% |
3.16% |
-2.47% |
+0.35% |
| Standing |
76.30% |
100.00% |
94.15% |
94.35% |
18.05% |
-5.65% |
+0.20% |
| Sleeping |
N/A |
98.00% |
+98.00% |
+98.00% |
+98.00% |
Obs: N/A means that the ADL and environments were not recognized in research studies available in the literature.