Title :
A wearable inertial sensor system for human motion analysis
Author :
Liu, Tao ; Inoue, Yoshio ; Shibata, Kyoko ; Tang, Xueyan
Author_Institution :
Dept. of Intelligent Mech. Syst. Eng., Kochi Univ. of Technol., Japan
Abstract :
To analyze the multi-dimension motion of human foot during walking, a wearable inertial sensor system is proposed. In this system, two gyroscopes (ENC-05EB) were used to measure angular velocities in x- and y-directions, and an accelerometer (ADXL202) was used to measure acceleration in x- and y directions respectively. Furthermore, a fuzzy inference system (FIS) was developed for the calculation of the gait phases derived from sensors´ outputs. A digital filter was also designed to remove noises from of the output of the fuzzy inference system, which enhances robustness of the system. Finally, experimental study was conducted, and a wearable mechanism with the sensors system was constructed to detect gait phases of the normal human walking.
Keywords :
acceleration measurement; digital filters; fuzzy reasoning; gait analysis; gyroscopes; inertial systems; motion control; robust control; sensors; velocity measurement; ADXL202; ENC-05EB; angular velocity; digital filter; fuzzy inference system; gait phase; gyroscope; human foot; human motion analysis; human walking; inertial sensor system; multi-dimension motion; system robustness; wearable mechanism; Accelerometers; Angular velocity; Foot; Fuzzy systems; Gyroscopes; Humans; Legged locomotion; Motion analysis; Sensor systems; Velocity measurement; fuzzy inference; gait phases; human motion analysis; motion sensor;
Conference_Titel :
Computational Intelligence in Robotics and Automation, 2005. CIRA 2005. Proceedings. 2005 IEEE International Symposium on
Print_ISBN :
0-7803-9355-4
DOI :
10.1109/CIRA.2005.1554311