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

DOI:
10.3791/53004-v

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06:49 min

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December 11, 2015

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

Chapters

  • 00:05Title
  • 00:48Preparation
  • 01:30Activity Circuit
  • 04:49Results: Evaluation of Daily Living Activities
  • 05:36Conclusion

Summary

Automatic Translation

Automatic Translation

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.

Tags

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

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