A “one-size-fits-most” walking recognition method for smartphones, smartwatches, and wearable accelerometers

Abstract The ubiquity of personal digital devices offers unprecedented opportunities to study human behavior. Current state-of-the-art methods quantify physical activity using “activity counts,” a measure which overlooks specific types of physical activities. We propose a walking recognition method...

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Bibliographic Details
Main Authors: Marcin Straczkiewicz, Emily J. Huang, Jukka-Pekka Onnela
Format: Article
Language:English
Published: Nature Portfolio 2023-02-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-022-00745-z