Table 5.
Recommended window size for specific motion mode classification.
Motion Mode | Recommended Window Size | |||
---|---|---|---|---|
F1 Score | ||||
85% | 90% | 95% | 99% | |
Stationary | 1.5 s | 2 s | 3 s | 4.5 s |
Walking | 1 s | 1.5 s | 3 s | 4 s |
Up elevator | 0.5 s | 0.5 s | 0.5 s | 1.5 s |
Down elevator | 0.5 s | 0.5 s | 0.5 s | 1.5 s |
Up stairs | 2 s | 3 s | 3.5 s | 5 s |
Down stairs | 1.5 s | 2 s | 2.5 s | 4 s |
Up escalator | 2 s | 2.5 s | 3.5 s | 4.5 s |
Down escalator | 2 s | 2.5 s | 3 s | 4.5 s |