Back to Search Start Over

On-Field Deployment and Validation for Wearable Devices

Authors :
Calvin Kuo
Declan Patton
Tyler Rooks
Gregory Tierney
Andrew McIntosh
Robert Lynall
Amanda Esquivel
Ray Daniel
Thomas Kaminski
Jason Mihalik
Nate Dau
Jillian Urban
Source :
Annals of biomedical engineering. 50(11)
Publication Year :
2022

Abstract

Wearable sensors are an important tool in the study of head acceleration events and head impact injuries in sporting and military activities. Recent advances in sensor technology have improved our understanding of head kinematics during on-field activities; however, proper utilization and interpretation of data from wearable devices requires careful implementation of best practices. The objective of this paper is to summarize minimum requirements and best practices for on-field deployment of wearable devices for the measurement of head acceleration events in vivo to ensure data evaluated are representative of real events and limitations are accurately defined. Best practices covered in this document include the definition of a verified head acceleration event, data windowing, video verification, advanced post-processing techniques, and on-field logistics, as determined through review of the literature and expert opinion. Careful use of best practices, with accurate acknowledgement of limitations, will allow research teams to ensure data evaluated is representative of real events, will improve the robustness of head acceleration event exposure studies, and generally improve the quality and validity of research into head impact injuries.

Details

ISSN :
15739686
Volume :
50
Issue :
11
Database :
OpenAIRE
Journal :
Annals of biomedical engineering
Accession number :
edsair.doi.dedup.....e4136ab8d5366eb1f79645428765dcc1