Title :
Magnetic Maps for Indoor Navigation
Author :
Gozick, Brandon ; Subbu, Kalyan Pathapati ; Dantu, Ram ; Maeshiro, Tomyo
Author_Institution :
Network Security Lab., Univ. of North Texas, Denton, TX, USA
Abstract :
Magnetic field fluctuations and anomalies inside buildings tend to have a great effect on the compass, which is one of the simplest navigation devices. Alternative navigation requires landmark identification, so those landmarks can be used as guideposts in assisting individuals. By employing a mobile phone with built_in magnetometer, an extensive data set of 2000 measurements was collected. Using these fields, we identify landmarks and guideposts and create magnetic maps for multiple corridors of a floor in a building. Different phones are used at different sensitivity rates, which effectively portray similar results. Magnetic signatures are used for identifying locations and rooms and are independent of the person, the phone, and the sensitivity of the sensor being used. Magnetic field behavior is demonstrated and compared with theoretical distributions of these fields. The developed magnetic maps can complement existing visual maps for location tracking and navigation of autonomous robots indoors. These maps are particularly useful during limited visual feedback in poor lighting conditions. Moreover, building designers could include this landmark and guidepost information when developing the architecture of a building, which could in turn help people or robots navigate during disasters and emergency evacuations.
Keywords :
indoor radio; magnetic fields; magnetometers; navigation; service robots; autonomous robots; disasters; emergency evacuations; indoor navigation; magnetic field behavior; magnetic field fluctuations; magnetic maps; magnetometer; mobile phone; navigation devices; Buildings; Magnetic field measurement; Magnetic fields; Magnetometers; Mobile handsets; Navigation; Uncertainty; Magnetic field measurements; magnetic fields; magnetometers; mobile phones; sensors; uncertainty;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2011.2147690