DocumentCode
3114631
Title
Design and implementation of IMU-based human arm motion capture system
Author
Prayudi, I. ; Doik Kim
Author_Institution
HCI & Robot., Univ. of Sci. & Technol., Daejeon, South Korea
fYear
2012
fDate
5-8 Aug. 2012
Firstpage
670
Lastpage
675
Abstract
This paper presents the design of a generic inertial measurement unit (IMU) module for motion capture system. The module consists of 32-bit microcontroller with gyroscope, accelerometer, and magnetometer to provide orientation estimation of human limbs. An orientation estimation algorithm that compensates magnetic distortion is implemented. Our main contribution is on the sensor network which is low cost but high speed. We developed a serial-chain network for sensors interconnection in which UART communication is used. We also consider frame alignment issue in developing human arm motion capture to improve tracking accuracy. A simple frame calibration method is implemented and tested.
Keywords
accelerometers; gyroscopes; magnetometers; microcontrollers; motion estimation; object tracking; sensor fusion; IMU-based human arm motion capture system; UART communication; accelerometer; frame alignment issue; frame calibration method; generic inertial measurement unit module; gyroscope; human limb; magnetic distortion compensation; magnetometer; microcontroller; orientation estimation algorithm; sensor interconnection; sensor network; serial-chain network; tracking accuracy; word length 32 bit; Calibration; Estimation; Humans; Joints; Magnetometers; Robot sensing systems; Tracking; Frame Calibration; Inertial Measurement Unit (IMU); Motion Capture Unit;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronics and Automation (ICMA), 2012 International Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4673-1275-2
Type
conf
DOI
10.1109/ICMA.2012.6283221
Filename
6283221
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