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
Link To Document :
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