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Évaluation d'un système de reconnaissance de l'activité humaine basée à Smartphone dans un milieu de vie quotidien
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Behavior
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JoVE Journal Behavior
Evaluation of a Smartphone-based Human Activity Recognition System in a Daily Living Environment
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Évaluation d'un système de reconnaissance de l'activité humaine basée à Smartphone dans un milieu de vie quotidien

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8,757 Views

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06:49 min

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December 11, 2015

DOI:

10.3791/53004-v

DOI:
10.3791/53004-v

•

06:49 min
December 11, 2015

•

1 Views
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1The Ottawa Hospital Research Institute,University of Ottawa, 2Department of Mechanical Engineering,University of Ottawa

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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Smartphone-basedHuman Activity RecognitionDaily Living EnvironmentWearable Mobility Monitoring SystemsActivity ClassificationSensitivitySpecificityF-scoreEvaluation Protocol

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Cite this Article

Lemaire, E. D., Tundo, M. D., Baddour, N. Evaluation of a Smartphone-based Human Activity Recognition System in a Daily Living Environment. J. Vis. Exp. (106), e53004, doi:10.3791/53004 (2015).

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