• DocumentCode
    80046
  • Title

    An Attachable Clothing Sensor System for Measuring Knee Joint Angles

  • Author

    Bergmann, Jeroen H. M. ; Anastasova-Ivanova, S. ; Spulber, I. ; Gulati, Vivek ; Georgiou, Pantelis ; McGregor, Alison

  • Author_Institution
    Dept. of Cancer & Surg., Imperial Coll. London, London, UK
  • Volume
    13
  • Issue
    10
  • fYear
    2013
  • fDate
    Oct. 2013
  • Firstpage
    4090
  • Lastpage
    4097
  • Abstract
    Flexible sensors that can be integrated into clothing to measure everyday functional performance is an emerging concept. It aims to improve the patient´s quality of life by obtaining rich, real-life data sets. One clinical area of interest is the use of these sensors to accurately measure knee motion in, e.g., osteoarthritic patients. Currently, various methods are used to formally calculate joint motion outside of the laboratory and they include electrogoniometers and inertial measurement units. The use of these technologies, however, tends to be restricted, since they are often bulky and obtrusive. This directly influences their clinical utility, as patients and clinicians can be reluctant to adopt them. The goal of this paper is to present the development process of a patient centered, clinically driven design for an attachable clothing sensor (ACS) system that can be used to assess knee motion. A pilot study using 10 volunteers was conducted to determine the relationship between the ACS system and a gold standard apparatus. The comparison yielded an average root mean square error of ~ 1°, a mean absolute error of ~ 3°, and coefficient of determination above (R2) 0.99 between the two systems. These initial results show potential of the ACS in terms of unobtrusive long-term monitoring.
  • Keywords
    angular measurement; biomedical measurement; body sensor networks; clothing; goniometers; motion measurement; patient monitoring; ACS; attachable clothing flexible sensor system; average root mean square error; coefficient of determination; electrogoniometer; gold standard apparatus; inertial measurement unit; joint motion calculation; knee joint angle measurement; knee motion measurement; mean absolute error; osteoarthritic patient; unobtrusive long-term monitoring; Carbon; Clothing; Joints; Loading; Plastics; Shape; Biomedical equipment; conducting materials; motion measurement; nanostructured materials; polymers;
  • fLanguage
    English
  • Journal_Title
    Sensors Journal, IEEE
  • Publisher
    ieee
  • ISSN
    1530-437X
  • Type

    jour

  • DOI
    10.1109/JSEN.2013.2277697
  • Filename
    6578074