Visualizing and Evaluating Finger Movement Using Combined Acceleration and Contact-Force Sensors: A Proof-of-Concept Study

The 10-s grip and release is a method to evaluate hand dexterity. Current evaluations only visually determine the presence or absence of a disability, but experienced physicians may also make other diagnoses. In this study, we investigated a method for evaluating hand movement function by acquiring...

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Main Authors: Hitomi Oigawa, Yoshiro Musha, Youhei Ishimine, Sumito Kinjo, Yuya Takesue, Hideyuki Negoro, Tomohiro Umeda
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/21/5/1918
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spelling doaj-212d72774d43486fbcfdb25ed13451942021-03-10T00:06:42ZengMDPI AGSensors1424-82202021-03-01211918191810.3390/s21051918Visualizing and Evaluating Finger Movement Using Combined Acceleration and Contact-Force Sensors: A Proof-of-Concept StudyHitomi Oigawa0Yoshiro Musha1Youhei Ishimine2Sumito Kinjo3Yuya Takesue4Hideyuki Negoro5Tomohiro Umeda6Department of MBT, Graduate School of Medicine, Nara Medical University, Nara 634-8521, JapanToho University Ohashi Medical Center, Department of Orthopedic Surgery, Toho University, Tokyo 153-8515, JapanToho University Ohashi Medical Center, Department of Orthopedic Surgery, Toho University, Tokyo 153-8515, JapanToho University Ohashi Medical Center, Department of Orthopedic Surgery, Toho University, Tokyo 153-8515, JapanToho University Ohashi Medical Center, Department of Orthopedic Surgery, Toho University, Tokyo 153-8515, JapanBrigham and Women’s Hospital and Harvard Medical School, Boston, MA 02115, USAMBT Institute, Nara Medical University, Nara 634-8521, JapanThe 10-s grip and release is a method to evaluate hand dexterity. Current evaluations only visually determine the presence or absence of a disability, but experienced physicians may also make other diagnoses. In this study, we investigated a method for evaluating hand movement function by acquiring and analyzing fingertip data during a 10-s grip and release using a wearable sensor that can measure triaxial acceleration and strain. The subjects were two healthy females. The analysis was performed on the x-, y-, and z-axis data, and absolute acceleration and contact force of all fingertips. We calculated the variability of the data, the number of grip and release, the frequency response, and each finger’s correlation. Experiments with some grip-and-release patterns have resulted in different characteristics for each. It was suggested that this could be expressed in radar charts to intuitively know the state of grip and release. Contact-force data of each finger were found to be useful for understanding the characteristics of grip and release and improving the accuracy of calculating the number of times to grip and release. Frequency analysis suggests that knowing the periodicity of grip and release can detect unnatural grip and release and tremor states. The correlations between the fingers allow us to consider the finger’s grip-and-release characteristics, considering the hand’s anatomy. By taking these factors into account, it is thought that the 10-s grip-and-release test could give us a new value by objectively assessing the motor functions of the hands other than the number of times of grip and release.https://www.mdpi.com/1424-8220/21/5/1918healthcarewearable sensoraccelerationstrain10-s grip and releasegrip strength
collection DOAJ
language English
format Article
sources DOAJ
author Hitomi Oigawa
Yoshiro Musha
Youhei Ishimine
Sumito Kinjo
Yuya Takesue
Hideyuki Negoro
Tomohiro Umeda
spellingShingle Hitomi Oigawa
Yoshiro Musha
Youhei Ishimine
Sumito Kinjo
Yuya Takesue
Hideyuki Negoro
Tomohiro Umeda
Visualizing and Evaluating Finger Movement Using Combined Acceleration and Contact-Force Sensors: A Proof-of-Concept Study
Sensors
healthcare
wearable sensor
acceleration
strain
10-s grip and release
grip strength
author_facet Hitomi Oigawa
Yoshiro Musha
Youhei Ishimine
Sumito Kinjo
Yuya Takesue
Hideyuki Negoro
Tomohiro Umeda
author_sort Hitomi Oigawa
title Visualizing and Evaluating Finger Movement Using Combined Acceleration and Contact-Force Sensors: A Proof-of-Concept Study
title_short Visualizing and Evaluating Finger Movement Using Combined Acceleration and Contact-Force Sensors: A Proof-of-Concept Study
title_full Visualizing and Evaluating Finger Movement Using Combined Acceleration and Contact-Force Sensors: A Proof-of-Concept Study
title_fullStr Visualizing and Evaluating Finger Movement Using Combined Acceleration and Contact-Force Sensors: A Proof-of-Concept Study
title_full_unstemmed Visualizing and Evaluating Finger Movement Using Combined Acceleration and Contact-Force Sensors: A Proof-of-Concept Study
title_sort visualizing and evaluating finger movement using combined acceleration and contact-force sensors: a proof-of-concept study
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2021-03-01
description The 10-s grip and release is a method to evaluate hand dexterity. Current evaluations only visually determine the presence or absence of a disability, but experienced physicians may also make other diagnoses. In this study, we investigated a method for evaluating hand movement function by acquiring and analyzing fingertip data during a 10-s grip and release using a wearable sensor that can measure triaxial acceleration and strain. The subjects were two healthy females. The analysis was performed on the x-, y-, and z-axis data, and absolute acceleration and contact force of all fingertips. We calculated the variability of the data, the number of grip and release, the frequency response, and each finger’s correlation. Experiments with some grip-and-release patterns have resulted in different characteristics for each. It was suggested that this could be expressed in radar charts to intuitively know the state of grip and release. Contact-force data of each finger were found to be useful for understanding the characteristics of grip and release and improving the accuracy of calculating the number of times to grip and release. Frequency analysis suggests that knowing the periodicity of grip and release can detect unnatural grip and release and tremor states. The correlations between the fingers allow us to consider the finger’s grip-and-release characteristics, considering the hand’s anatomy. By taking these factors into account, it is thought that the 10-s grip-and-release test could give us a new value by objectively assessing the motor functions of the hands other than the number of times of grip and release.
topic healthcare
wearable sensor
acceleration
strain
10-s grip and release
grip strength
url https://www.mdpi.com/1424-8220/21/5/1918
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