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Anatomy Calibration of Inertial Measurement Unit Using a Principle Component Analysis

초록

영어

Recently, as a result of advances in technology, micro-electro-mechanical system (MEMS)-based inertial measurement units (IMUs) have frequently been used for human motion analyses. While the output signal from an IMU is based on the sensor coordinate system (CS), it is necessary to express the signal in the body segment CS for clinical meaning. The offset between the sensor CS and anatomical CS needs to be determined. In this study, a calibration method that determines the orientation offset between a body segment and an IMU attached to the body segment was proposed. The angular velocity was measured while the body segment was rotated and processed using a principle component analysis to form the basis of the orientation offset. The proposed method was applied to calibrate an IMU attached to the forearm and evaluated for five young healthy subjects. Its performance showed reasonable repeatability (mean < 1.4°, SD < 0.8°).

목차

Abstract
 1. Introduction
 2. Calibration Method
  2.1. Inertial Measurement Unit
  2.2. Coordinate System of Forearm
  2.3. Anatomical Calibration Method
 3. Performance Evaluation
  3.1. Method Subjects and Experimental Protocol
  3.2. Basis Repeatability
  3.3. Angle Repeatability
 4. Conclusion
 Acknowledgements
 References

저자정보

  • Je-Nam Kim Department of Healthcare Engineering, Chonbuk National University, 567 Baekje-daero, deokjin-gu, Jeonju-si, Jeollabuk-do 561-756, Republic of Korea
  • Mun-Ho Ryu Division of Biomedical Engineering, Chonbuk National University, Center for Healthcare Technology Development, Chonbuk National University, 567 Baekje-daero, Deokjin-gu, Jeonju-si, Jeollabuk-do 561-756 Republic of Korea
  • Ho-Rim Choi Department of Healthcare Engineering, Chonbuk National University, 567 Baekje-daero, deokjin-gu, Jeonju-si, Jeollabuk-do 561-756, Republic of Korea
  • Yoon-Seok Yang Division of Biomedical Engineering, Chonbuk National University, Center for Healthcare Technology Development, Chonbuk National University, 567 Baekje-daero, Deokjin-gu, Jeonju-si, Jeollabuk-do 561-756 Republic of Korea

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