Unsupervised Gait Event Identification with a Single Wearable Accelerometer and/or Gyroscope: A Comparison of Methods across Running Speeds, Surfaces, and Foot Strike Patterns

Unsupervised Gait Event Identification with a Single Wearable Accelerometer and/or Gyroscope: A Comparison of Methods across Running Speeds, Surfaces, and Foot Strike Patterns

We evaluated 18 methods capable of identifying initial contact (IC) and terminal contact (TC) gait events during human running using data from a single wearable sensor on the shank or sacrum. We adapted or created code to automatically execute each method, then applied it to identify gait events fro...

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Bibliographic Details
Main Authors: Dovin Kiernan, Kristine Dunn Siino, David A. Hawkins
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Sensors
Subjects:
inertial measurement units
in-field sport and athlete monitoring
initial contact
heel strike
toe off
stance
Online Access:https://www.mdpi.com/1424-8220/23/11/5022

Internet

https://www.mdpi.com/1424-8220/23/11/5022

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