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
Link To Document