Title :
The Research of Motion Capture Technology Based on Inertial Measurement
Author :
Bo Feng ; Xianggang Zhang ; Huilong Zhao
Author_Institution :
Sch. of Aeronaut. & Astronaut., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
The motion capture technologies have been widely used in the following areas: human movement science, human-computer interaction and control, medical analysis, film, game production, and etc. This paper presented a motion capture system based on inertial sensors. The system is mainly composed of the inertial sensor unit and real-time monitoring unit on PC. Meanwhile, Sensor units exchange data with PC through BSN (body sensor network). One sensor measurement unit contains a three-axis gyroscope, a three-axis accelerometer, a three-axis magnetometer and a network communication unit. The inertial sensor units are installed on the different parts of body. In the system, the inertial sensor data are collected, and then adaptive Kalman Filter algorithm is used to estimate the body gesture. The Experiments show that this way have some advantages such as: high precision, dynamic, and almost no drift. Furthermore, the data can be changed smoothly.
Keywords :
accelerometers; adaptive Kalman filters; body sensor networks; computerised monitoring; gyroscopes; magnetometers; motion compensation; motion estimation; BSN; adaptive Kalman Filter algorithm; body gesture; body sensor network; game production; human movement science; human-computer interaction-control; inertial measurement; inertial sensor units; medical analysis; motion capture technology; network communication unit; real-time monitoring unit; three-axis accelerometer; three-axis gyroscope; three-axis magnetometer; Accelerometers; Gyroscopes; Joints; Magnetic sensors; Quaternions; Sensor systems; Adaptive Kalman Filter algorithm; inertial sensor; motion caption; quaterions;
Conference_Titel :
Dependable, Autonomic and Secure Computing (DASC), 2013 IEEE 11th International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4799-3380-8
DOI :
10.1109/DASC.2013.69