Development of an upper limb rehabilitation system using inertial movement units and kinect device

Pei Jam Chen, Yi Chun Du, Cheng Bang Shih, Li Cheng Yang, Hui Ting Lin, Shih Chen Fan

研究成果: Conference contribution

13 引文 斯高帕斯(Scopus)

摘要

It has become an increasingly important issue with respect to improve the efficacy of rehabilitation and increase patient willingness to attend rehabilitation treatment in recent years. Virtual Reality (VR) has been used in combination with medical treatment and technology. More specifically, its skeletal tracking system is being widely used in the field of medicine and rehabilitation. Although the Microsoft Kinect device with low cost and easy development it may encounter the problem of misdetection when it comes to extremity angles or overlapping extremity. In this study, we proposed a new Rehabilitation Gaming System (RGS) which focuses on the upper part of the body with wireless Inertial Measurement Units (IMUs) and Kinect device. The Kinect is being used as the base tracking system by the operation of gaming system. Meanwhile, multiple sets of IMU were integrated into the extremity of the subject to calculate the angles through algorithms. Wireless IMUs could compensate the calculating error of angles in Kinect device. In view of the evaluation of angle difference between the IMUs and Kinect device in different upper extremity gestures when playing the rehabilitation game, the results showed that Kinect has a greater error ratio 23% on extremity angles with regard to depth or overlapping extremities, but calculation by IMUs has higher accuracy and stability. The proposed system has incredible potential to enhance the reliability and validity of the efficacy of rehabilitation.

原文English
主出版物標題Proceedings of the IEEE International Conference on Advanced Materials for Science and Engineering
主出版物子標題Innovation, Science and Engineering, IEEE-ICAMSE 2016
編輯Teen-Hang Meen, Stephen D. Prior, Artde Donald Kin-Tak Lam
發行者Institute of Electrical and Electronics Engineers Inc.
頁面275-278
頁數4
ISBN(電子)9781509038695
DOIs
出版狀態Published - 2017 2月 2
事件2016 IEEE International Conference on Advanced Materials for Science and Engineering, IEEE-ICAMSE 2016 - Tainan, Taiwan
持續時間: 2016 11月 122016 11月 13

出版系列

名字Proceedings of the IEEE International Conference on Advanced Materials for Science and Engineering: Innovation, Science and Engineering, IEEE-ICAMSE 2016

Other

Other2016 IEEE International Conference on Advanced Materials for Science and Engineering, IEEE-ICAMSE 2016
國家/地區Taiwan
城市Tainan
期間16-11-1216-11-13

All Science Journal Classification (ASJC) codes

  • 硬體和架構
  • 土木與結構工程
  • 材料力學
  • 媒體技術
  • 材料科學(雜項)
  • 電子、光磁材料

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