ParaLabel: Autonomous Parameter Learning for Cross-Domain Step Counting in Wearable Sensors
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DOI: 10.1109/jsen.2020.3009231
Abstract: Wearable step counters, also referred to as activity trackers, have been developed for health and activity monitoring, as well as for step tracking. These trackers, however, produce unreliable measurements during slow walking and when walking… read more here.
Keywords: step counting; paralabel autonomous; parameter; step ... See more keywords
Toward Harmonized Treadmill-Based Validation of Step-Counting Wearable Technologies: A Scoping Review.
Sign Up to like & getrecommendations! Published in 2020 at "Journal of physical activity & health"
DOI: 10.1123/jpah.2019-0205
Abstract: BACKGROUND The authors conducted a scoping review as a first step toward establishing harmonized (ie, consistent and compatible), empirically based best practices for validating step-counting wearable technologies. PURPOSE To catalog studies validating step-counting wearable technologies during… read more here.
Keywords: step counting; step; mape values; treadmill ... See more keywords
Mobile Device Accuracy for Step Counting Across Age Groups
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DOI: 10.2196/mhealth.7870
Abstract: Background Only one in five American meets the physical activity recommendations of the Department of Health and Human Services. The proliferation of wearable devices and smartphones for physical activity tracking has led to an increasing… read more here.
Keywords: step counting; across age; age; step ... See more keywords