Title :
Indoor positioning system using geomagnetic anomalies for smartphones
Author :
Seong-Eun Kim ; Yong Kim ; Jihyun Yoon ; Eung Sun Kim
Author_Institution :
Samsung Adv. Inst. of Technol., Yongin, South Korea
Abstract :
In this paper, we propose an indoor positioning system using smartphones. To localize the position of target that is pedestrian in usual indoors, we make use of perturbations of the geomagnetic field caused by structural steel elements in a building. The system based on magnetic field does not need any physical infrastructure, so it is possible to be realized with low cost. To estimate the target´s position using the geomagnetic anomaly, the proposed system measures the magnetic field on its own position using a magnetometer embedded in smartphones and compares the sensor measurement with the magnetic map that has been created for the building in advance. The estimated position is calculated by a stochastic system based on the particle filter. To calculate control inputs for the particle filter, such as moving distance and direction, we exploit the inertial measurement unit (IMU) that is composed of 3-axis accelerometer and gyroscope built in the smartphone. The experimental results show that accuracy is within 3 meter. These results imply the potential to track people in the buildings that have geomagnetic map in advance at the meter scale using only smartphone with embedded sensors.
Keywords :
indoor radio; inertial navigation; magnetic fields; magnetometers; particle filtering (numerical methods); smart phones; stochastic processes; 3-axis accelerometer; IMU; embedded sensor; geomagnetic anomaly; geomagnetic field; gyroscope; indoor positioning system; inertial measurement unit; magnetic map; magnetometer; particle filter; pedestrian; sensor measurement; smartphones; stochastic system; structural steel element; target position; Approximation methods; Magnetic field measurement; Magnetic separation; Magnetometers; Navigation; Sun; Weight measurement; earth magnetic field; indoor positioning; inertial measurement; magnetic fingerprinting; particle filter;
Conference_Titel :
Indoor Positioning and Indoor Navigation (IPIN), 2012 International Conference on
Conference_Location :
Sydney, NSW
Print_ISBN :
978-1-4673-1955-3
DOI :
10.1109/IPIN.2012.6418947