Title :
A localization system using inertial measurement units from wireless commercial hand-held devices
Author :
Mikov, A. ; Moschevikin, Alex ; Fedorov, A. ; Sikora, Axel
Author_Institution :
RTL-Service Ltd., Petrozavodsk State Univ., Petrozavodsk, Russia
Abstract :
This paper describes a newly developed technology for the calculation of trajectories of mobile objects, which is based on commercially available sensors being integrated into modern mobile phones and other gadgets. First, a step counting technique was implemented. Second, a novel step length estimator is proposed. These two algorithms utilize the data from accelerometer sensor only. Third, the heading information was obtained using a gyroscope with complementary filter in quaternion form. The combined algorithm was implemented on a low-power ARM processor to provide the trajectory points relative to an initial point. The proposed technique was tested by 10 subjects, in different shoes with different paces. The dependence of the performance of the technology on the attaching point of the mobile device is weak. The proposed algorithms have better balance and estimation accuracy and depend in less degree on the variety in physical parameters of people in comparison with the existing techniques. In experiments inertial measurement units were mounted in different places, i.e. in the hand, in trousers or in T-shirt pockets. The return position error did not exceed 5% of the total travelled distance for all performed tests.
Keywords :
accelerometers; gyroscopes; inertial navigation; mobile handsets; object tracking; accelerometer sensor; commercially available sensors; complementary filter; estimation accuracy; gyroscope; heading information; interial measurement units; localization system; low-power ARM processor; mobile objects; modern mobile phones; novel step length estimator; quaternion form; return position error; step counting technique; trajectory calculation; trajectory points; wireless commerical handheld devices; Acceleration; Accelerometers; Estimation; Gyroscopes; Legged locomotion; Sensors; Trajectory; Inertial Measurement Unit; Inertial Navigation System; Pedestrian Dead Reckoning; accelerometer; complementary filter; gait; gyroscope; step counter; step length;
Conference_Titel :
Indoor Positioning and Indoor Navigation (IPIN), 2013 International Conference on
Conference_Location :
Montbeliard-Belfort
DOI :
10.1109/IPIN.2013.6817924