Journal article
Impact of reduced sampling rate on accelerometer-based physical activity monitoring and machine learning activity classification
- Abstract:
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Purpose: Lowering the sampling rate of accelerometers in physical activity research can dramatically increase study monitoring periods through longer battery life; however, the effect of reduced sampling rate on activity metric validity is poorly documented. We therefore aimed to assess the effect of reduced sampling rate on measuring physical activity both overall and by specific behavior types.
Methods: Healthy adults wore sets of two Axivity AX...
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- Publication status:
- Published
- Peer review status:
- Peer reviewed
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- Files:
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(Accepted manuscript, 688.4KB)
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- Publisher copy:
- 10.1123/jmpb.2020-0061
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Authors
Bibliographic Details
- Publisher:
- Human Kinetics Publisher's website
- Journal:
- Journal for the Measurement of Physical Behaviour Journal website
- Volume:
- 4
- Issue:
- 4
- Pages:
- 298-310
- Publication date:
- 2021-09-30
- DOI:
- EISSN:
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2575-6613
- ISSN:
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2575-6605
Item Description
- Language:
- English
- Keywords:
- Pubs id:
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1197086
- Local pid:
- pubs:1197086
- Deposit date:
- 2022-01-26
Terms of use
- Copyright holder:
- Human Kinetics
- Copyright date:
- 2021
- Rights statement:
- © 2021 Human Kinetics.
- Notes:
- This is the accepted manuscript version of the article. The final version is available online from Human Kinetics at: https://doi.org/10.1123/jmpb.2020-0061
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