Title :
A measurement method of the 2DOF joint angles and angular velocities using inertial sensors
Author :
Hirose, Kiyoshi ; Doki, Hitoshi ; Kondo, Akiko
Author_Institution :
Grad. Sch. of Eng. & Resource Sci., Akita Univ., Akita, Japan
Abstract :
This paper proposes a measurement method of the 2DOF (two degrees of freedom) joint angles and angular velocities using inertial sensors. A 3-axis gyro sensor and a 3-axis accelerometer are attached on the base link, and two 3-axis accelerometers are attached on the motion link in this method. The 2DOF joint angles and the angular velocities such as the hand and finger joints can be measured by applying Extended Kalman filter. The nonlinear state equation and the nonlinear measurement equation are established by the rotational component, the translational and gravity components of acceleration on the motion link and the angular velocity and the acceleration on the base link. The rotational component and the translational and gravity components on the motion link are calculated from accelerometers attaching on the motion link. The experiment was conducted to clarify the precision of the proposed method using the experimental setup installing the rotary encoders. The results indicated the effectiveness of this method.
Keywords :
Kalman filters; accelerometers; angular velocity measurement; gyroscopes; nonlinear equations; sensors; 2DOF joint angle measurement method; 3-axis accelerometer; 3-axis gyro sensor; acceleration gravity components; acceleration translational components; angular velocity measurement method; base link; extended Kalman filter; finger joints; inertial sensors; motion link; nonlinear measurement equation; nonlinear state equation; rotary encoders; rotational component; two degree of freedom joint angle measurement method; Acceleration; Accelerometers; Angular velocity; Gravity; Joints; Motion measurement; Sensors; Angular velocity; Inertial sensor; Joint angle; Measurement; Sensor;
Conference_Titel :
SICE Annual Conference (SICE), 2012 Proceedings of
Conference_Location :
Akita
Print_ISBN :
978-1-4673-2259-1