Fig 3. Accuracy of walking speed estimation algorithm according to reference walking-speed group.

The general model (indicated by the dotted line) exhibits an inverted j-shaped curve. The MAE increases gradually at low walking speeds. However, the algorithm applying the low-speed-specific model (M1, indicated by the solid lines) limits the MAE increase at low walking speeds within a certain range. (Note. MAE, Mean Absolute Error).