Repository logo
  • Log In
    New user? Click here to register.Have you forgotten your password?
University College Dublin
  • Colleges & Schools
  • Statistics
  • All of DSpace
  • Log In
    New user? Click here to register.Have you forgotten your password?
  1. Home
  2. Institutes and Centres
  3. Insight Centre for Data Analytics
  4. Insight Research Collection
  5. Leveraging IMU Data for Accurate Exercise Performance Classification and Musculoskeletal Injury Risk Screening
 
  • Details
Options

Leveraging IMU Data for Accurate Exercise Performance Classification and Musculoskeletal Injury Risk Screening

File(s)
FileDescriptionSizeFormat
Download insight_publication.pdf642.67 KB
Author(s)
Whelan, Darragh 
O'Reilly, Martin 
Huang, Bingquan 
Giggins, Oonagh M. 
Kechadi, Tahar 
Caulfield, Brian 
Uri
http://hdl.handle.net/10197/7831
Date Issued
20 August 2016
Date Available
23T14:09:24Z August 2016
Abstract
Inertial measurement units (IMUs) are becoming increasingly prevalent as a method for low cost and portable biomechanical analysis. However, to date they have not tended to be accepted into routine clinical practice. This is often due to the disconnect between translating the data collected by the sensors into meaningful and actionable information for end users. This paper outlines the work completed by our group in attempting to achieve this. We discuss the conceptual framework involved in our work, the methodological approach taken in analysing sensor signals and discuss possible application models. The work completed by our group indicates that IMU based systems have the potential to bridge the gap between laboratory and clinical movement analysis. Future work will focus on collecting a diverse range of movement data and using more sophisticated data analysis techniques to refine systems.
Sponsorship
Science Foundation Ireland
Type of Material
Conference Publication
Publisher
IEEE
Copyright (Published Version)
2016 IEEE
Keywords
  • Personal sensing

DOI
10.1109/EMBC.2016.7590788
Web versions
http://embc.embs.org/2016/
Language
English
Status of Item
Peer reviewed
Description
38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Florida, United States of America, 17-20 August 2016
This item is made available under a Creative Commons License
https://creativecommons.org/licenses/by-nc-nd/3.0/ie/
Owning collection
Insight Research Collection
Scopus© citations
22
Acquisition Date
Jan 28, 2023
View Details
Views
1824
Last Month
16
Acquisition Date
Jan 28, 2023
View Details
Downloads
613
Last Week
2
Last Month
220
Acquisition Date
Jan 28, 2023
View Details
google-scholar
University College Dublin Research Repository UCD
The Library, University College Dublin, Belfield, Dublin 4
Phone: +353 (0)1 716 7583
Fax: +353 (0)1 283 7667
Email: mailto:research.repository@ucd.ie
Guide: http://libguides.ucd.ie/rru

Built with DSpace-CRIS software - Extension maintained and optimized by 4Science

  • Cookie settings
  • Privacy policy
  • End User Agreement