Classifying running speed conditions using a single wearable sensor: Optimal segmentation and feature extraction methods.
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DOI: 10.1016/j.jbiomech.2018.01.034
Abstract: Accelerometers have been used to classify running patterns, but classification accuracy and computational load depends on signal segmentation and feature extraction. Stride-based segmentation relies on identifying gait events, a step avoided by using window-based segmentation.… read more here.
Keywords: computational load; feature; segmentation; classification accuracy ... See more keywords