DocumentCode
3368888
Title
Magnetic field navigation in an indoor environment
Author
Storms, William ; Shockley, Jeremiah ; Raquet, John
Author_Institution
Dept. of Electr. & Comput. Eng., Air Force Inst. of Technol., Wright-Patterson AFB, OH, USA
fYear
2010
fDate
14-15 Oct. 2010
Firstpage
1
Lastpage
10
Abstract
This paper describes a method that has been developed to aid an inertial navigation system when GNSS signals are not available, by taking advantage of the uniqueness of magnetic field variations. Most indoor environments have many different features (ferrous structural materials or contents, electrical currents, etc.) which perturb the Earths natural magnetic field. The variations in the magnetic field in indoor environments can be used as a way to identify a users position, and possibly orientation, because the 3-dimensional magnetic field varies significantly as a function of position. Using relatively inexpensive 3-axis magnetic field sensors, it is possible to estimate a users location in an indoor environment. This paper presents algorithms and results from two different scenarios, based on a real data map-matching scenario, and a leader-follower scenario. In the map matching scenario, it is assumed that a map of the magnetic field in the indoor environment has been previously collected. Magnetic field measurements are then compared to the previously generated map to get an absolute position. Results using real data showed very good (decimeter-level) positioning performance. For the leader-follower scenario, the lead vehicle moves through the environment, measures the magnetic field, and sends information about what it has observed to the follower vehicle, which attempts to follow the same path as the lead vehicle. Results show that it is possible for a follower vehicle to follow a lead vehicle using this approach, especially if additional constraints (such as wall boundaries) can be applied to further constrain the trajectory. Finally, this paper describes some practical calibration issues that must be considered when implementing a magnetic field navigation system.
Keywords
calibration; indoor radio; inertial navigation; magnetic field measurement; magnetic sensors; satellite navigation; 3-axis magnetic field sensors; GNSS; calibration; indoor environments; inertial navigation system; magnetic field variations; map matching; vehicle; Density measurement; Integrated optics; Lead; Navigation; Optical filters; Optical variables measurement; Variable speed drives; calibration; likelihood; magnetic; navigation; probability; sensor;
fLanguage
English
Publisher
ieee
Conference_Titel
Ubiquitous Positioning Indoor Navigation and Location Based Service (UPINLBS), 2010
Conference_Location
Kirkkonummi
Print_ISBN
978-1-4244-7880-4
Type
conf
DOI
10.1109/UPINLBS.2010.5653681
Filename
5653681
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