Title :
A Walking Velocity Update technique for pedestrian dead-reckoning applications
Author :
Lo, Chi-Chung ; Chiu, Chen-Pin ; Tseng, Yu-Chee ; Chang, Sheng-An ; Kuo, Lun-Chia
Author_Institution :
Dept. of Comput. Sci., Nat. Chiao-Tung Univ., Hsinchu, Taiwan
Abstract :
Inertial sensors for pedestrian dead-reckoning (PDR) have been attracting considerable attention recently. Since accelerometers are prone to the accumulation of errors, a “Zero Velocity Update” (Z-UPT) technique [1], [2] was proposed as a means to calibrate the velocity of pedestrians. However, these inertial sensors must be mounted on the bottom of the foot, resulting in excessive vibration and errors when measuring speed or orientation. This paper proposes a self-calibrating PDR solution using two inertial sensors in conjunction with a novel concept called “Walking Velocity Update” (W-UPT). One inertial sensor is mounted on the lower leg to identify a point suitable for calibrating the walking velocity of the user (when its pitch value becomes zero), while another sensor is mounted on the upper body to track the velocity and orientation. We have developed a working prototype and tested the proposed system using actual data.
Keywords :
accelerometers; angular velocity measurement; body sensor networks; calibration; gait analysis; pedestrians; vibrations; PDR application; W-UPT; Z-UPT technique; accelerometer; inertial sensor; pedestrian dead-reckoning application; pedestrian velocity calibration; self-calibrating PDR solution; speed measurement; walking velocity calibration; walking velocity update; walking velocity update technique; zero velocity update technique; Acceleration; Accelerometers; Angular velocity; Legged locomotion; Magnetic sensors; Trajectory; body sensing; inertial measurement unit; location tracking; pedestrian dead-reckoning; wireless sensor network;
Conference_Titel :
Personal Indoor and Mobile Radio Communications (PIMRC), 2011 IEEE 22nd International Symposium on
Conference_Location :
Toronto, ON
Print_ISBN :
978-1-4577-1346-0
Electronic_ISBN :
pending
DOI :
10.1109/PIMRC.2011.6139700