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Maintenance-Free
Smart Hand Dynamometer
Sarii Yamamoto
Keio University
Kaori Ikematsu
Yahoo! JAPAN Research
Kunihiro Kato
Tokyo University of Technology
01 Introduction
02 Principle
Grip strength measuring devices and smartphones
- Create grip strength measuring device in which the distance between two plates is varied
by a spring
- Attach the device to smartphone and start measuring
- Detect the distance between two points at the start of measurement
- Detect the two closest points during measurement
- Determine the difference and the grip strength is estimated from the grip strength
estimation model
Muscle strength declines with age
- Affects future risk of falls and fractures
Jammer-type grip strength meter
- Measurement method in the sitting position
Background
Commercial digital grip strength meter require
battery replacement, recharging, and other
maintenance is required
Jammer-type grip strength testers have difficulty
maintaining correct posture during measurement.
Challenges
Estimates grip strength from changes in
smartphone touch coordinates
No electronic devices on the measurement
equipment side for maintenance-free grip
strength measurement
Approach
03 Application
Capacitance Sensor
- Obtains the coordinates of two
points on the smartphone
Acceleration sensor
- Detects smartphone tilt
- When the smartphone is tilted
more than 30°, the screen
changes color and instructs the
user to correct the measurement
05 Results 06 Discussions
- Improve accuracy
- Reduce errors in measurement
- Design
- Seek a shape that is easy to grip and apply force
- Evaluation of posture presentation
- Set tilt tolerance based on medical knowledge
- Detect not only tilt but also movement of the smartphone
during measurement
Contact us: info-lcl-group@keio.jp
Yuta Sugiura
Keio University
04
Grip Strength
Estimation Model
Linear regression equation
𝑦 = 4.2265 × 𝑥
coefficient of determination
𝑅2
= 0.999
Comparison with Jammer-type
grip strength meter
MAPE 32.34%
Reproducibility of the
proposed method
MAPE 19.37%
Fei Gu
Keio University

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Maintenance-Free Smart Hand Dynamometer.pdf

  • 1. Maintenance-Free Smart Hand Dynamometer Sarii Yamamoto Keio University Kaori Ikematsu Yahoo! JAPAN Research Kunihiro Kato Tokyo University of Technology 01 Introduction 02 Principle Grip strength measuring devices and smartphones - Create grip strength measuring device in which the distance between two plates is varied by a spring - Attach the device to smartphone and start measuring - Detect the distance between two points at the start of measurement - Detect the two closest points during measurement - Determine the difference and the grip strength is estimated from the grip strength estimation model Muscle strength declines with age - Affects future risk of falls and fractures Jammer-type grip strength meter - Measurement method in the sitting position Background Commercial digital grip strength meter require battery replacement, recharging, and other maintenance is required Jammer-type grip strength testers have difficulty maintaining correct posture during measurement. Challenges Estimates grip strength from changes in smartphone touch coordinates No electronic devices on the measurement equipment side for maintenance-free grip strength measurement Approach 03 Application Capacitance Sensor - Obtains the coordinates of two points on the smartphone Acceleration sensor - Detects smartphone tilt - When the smartphone is tilted more than 30°, the screen changes color and instructs the user to correct the measurement 05 Results 06 Discussions - Improve accuracy - Reduce errors in measurement - Design - Seek a shape that is easy to grip and apply force - Evaluation of posture presentation - Set tilt tolerance based on medical knowledge - Detect not only tilt but also movement of the smartphone during measurement Contact us: info-lcl-group@keio.jp Yuta Sugiura Keio University 04 Grip Strength Estimation Model Linear regression equation 𝑦 = 4.2265 × 𝑥 coefficient of determination 𝑅2 = 0.999 Comparison with Jammer-type grip strength meter MAPE 32.34% Reproducibility of the proposed method MAPE 19.37% Fei Gu Keio University