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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

Article DOI: 10.3791/53004-v • 06:49 min • December 11th, 2015
December 11th, 2015 •
1, 2, 2
1The Ottawa Hospital Research Institute, University of Ottawa, 2Department of Mechanical Engineering, University of Ottawa

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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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Keywords: Smartphone-based Human Activity Recognition Daily Living Environment Wearable Mobility Monitoring Systems Activity Classification Sensitivity Specificity F-score Evaluation Protocol
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