A Wearable Ground Reaction Force Sensor System and Its Application to the Measurement of Extrinsic Gait Variability
Wearable sensors for gait analysis are attracting wide interest. In this paper, a wearable ground reaction force (GRF) sensor system and its application to measure extrinsic gait variability are presented. To validate the GRF and centre of pressure (CoP) measurements of the sensor system and examine...
Main Authors: | , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2010-11-01
|
Series: | Sensors |
Subjects: | |
Online Access: | http://www.mdpi.com/1424-8220/10/11/10240/ |
id |
doaj-fcabe614166b4130b8aa9572cf956b93 |
---|---|
record_format |
Article |
spelling |
doaj-fcabe614166b4130b8aa9572cf956b932020-11-24T22:01:01ZengMDPI AGSensors1424-82202010-11-011011102401025510.3390/s101110240A Wearable Ground Reaction Force Sensor System and Its Application to the Measurement of Extrinsic Gait VariabilityKyoko ShibataYoshio InoueTao LiuWearable sensors for gait analysis are attracting wide interest. In this paper, a wearable ground reaction force (GRF) sensor system and its application to measure extrinsic gait variability are presented. To validate the GRF and centre of pressure (CoP) measurements of the sensor system and examine the effectiveness of the proposed method for gait analysis, we conducted an experimental study on seven volunteer subjects. Based on the assessment of the influence of the sensor system on natural gait, we found that no significant differences were found for almost all measured gait parameters (p-values < 0.05). As for measurement accuracy, the root mean square (RMS) differences for the two transverse components and the vertical component of the GRF were 7.2% ± 0.8% and 9.0% ± 1% of the maximum of each transverse component and 1.5% ± 0.9% of the maximum vertical component of GRF, respectively. The RMS distance between both CoP measurements was 1.4% ± 0.2% of the length of the shoe. The area of CoP distribution on the foot-plate and the average coefficient of variation of the triaxial GRF, are the introduced parameters for analysing extrinsic gait variability. Based on a statistical analysis of the results of the tests with subjects wearing the sensor system, we found that the proposed parameters changed according to walking speed and turning (p-values < 0.05). http://www.mdpi.com/1424-8220/10/11/10240/centre of pressuregait variabilityground reaction forceobstacle avoidancewearable force sensor |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Kyoko Shibata Yoshio Inoue Tao Liu |
spellingShingle |
Kyoko Shibata Yoshio Inoue Tao Liu A Wearable Ground Reaction Force Sensor System and Its Application to the Measurement of Extrinsic Gait Variability Sensors centre of pressure gait variability ground reaction force obstacle avoidance wearable force sensor |
author_facet |
Kyoko Shibata Yoshio Inoue Tao Liu |
author_sort |
Kyoko Shibata |
title |
A Wearable Ground Reaction Force Sensor System and Its Application to the Measurement of Extrinsic Gait Variability |
title_short |
A Wearable Ground Reaction Force Sensor System and Its Application to the Measurement of Extrinsic Gait Variability |
title_full |
A Wearable Ground Reaction Force Sensor System and Its Application to the Measurement of Extrinsic Gait Variability |
title_fullStr |
A Wearable Ground Reaction Force Sensor System and Its Application to the Measurement of Extrinsic Gait Variability |
title_full_unstemmed |
A Wearable Ground Reaction Force Sensor System and Its Application to the Measurement of Extrinsic Gait Variability |
title_sort |
wearable ground reaction force sensor system and its application to the measurement of extrinsic gait variability |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2010-11-01 |
description |
Wearable sensors for gait analysis are attracting wide interest. In this paper, a wearable ground reaction force (GRF) sensor system and its application to measure extrinsic gait variability are presented. To validate the GRF and centre of pressure (CoP) measurements of the sensor system and examine the effectiveness of the proposed method for gait analysis, we conducted an experimental study on seven volunteer subjects. Based on the assessment of the influence of the sensor system on natural gait, we found that no significant differences were found for almost all measured gait parameters (p-values < 0.05). As for measurement accuracy, the root mean square (RMS) differences for the two transverse components and the vertical component of the GRF were 7.2% ± 0.8% and 9.0% ± 1% of the maximum of each transverse component and 1.5% ± 0.9% of the maximum vertical component of GRF, respectively. The RMS distance between both CoP measurements was 1.4% ± 0.2% of the length of the shoe. The area of CoP distribution on the foot-plate and the average coefficient of variation of the triaxial GRF, are the introduced parameters for analysing extrinsic gait variability. Based on a statistical analysis of the results of the tests with subjects wearing the sensor system, we found that the proposed parameters changed according to walking speed and turning (p-values < 0.05). |
topic |
centre of pressure gait variability ground reaction force obstacle avoidance wearable force sensor |
url |
http://www.mdpi.com/1424-8220/10/11/10240/ |
work_keys_str_mv |
AT kyokoshibata awearablegroundreactionforcesensorsystemanditsapplicationtothemeasurementofextrinsicgaitvariability AT yoshioinoue awearablegroundreactionforcesensorsystemanditsapplicationtothemeasurementofextrinsicgaitvariability AT taoliu awearablegroundreactionforcesensorsystemanditsapplicationtothemeasurementofextrinsicgaitvariability AT kyokoshibata wearablegroundreactionforcesensorsystemanditsapplicationtothemeasurementofextrinsicgaitvariability AT yoshioinoue wearablegroundreactionforcesensorsystemanditsapplicationtothemeasurementofextrinsicgaitvariability AT taoliu wearablegroundreactionforcesensorsystemanditsapplicationtothemeasurementofextrinsicgaitvariability |
_version_ |
1725842200998182912 |