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Evaluation of a Smartphone-based Human Activity Recognition System in a Daily Living Environment
JoVE Journal
Behavior
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JoVE Journal Behavior
Evaluation of a Smartphone-based Human Activity Recognition System in a Daily Living Environment

Evaluation of a Smartphone-based Human Activity Recognition System in a Daily Living Environment

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06:49 min

December 11, 2015

DOI:

06:49 min
December 11, 2015

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Summary

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A standardized evaluation method was developed for Wearable Mobility Monitoring Systems (WMMS) that includes continuous activities in a realistic daily living environment. Testing with a series of daily living activities can decrease activity recognition sensitivity; therefore, realistic testing circuits are encouraged for valid evaluation of WMMS performance.

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