Title :
Monitoring Microscopic Pedestrian Mobility Using Bluetooth
Author :
Utsch, Patrick ; Liebig, Thomas
Author_Institution :
Knowledge Discovery, Fraunhofer IAIS, St. Augustin, Germany
Abstract :
Recently evolved Bluetooth tracking technology is currently applied to extract individual pathways, movement patterns or to rank popularity of locations by their visitor quantities. To utilize this technology for the creation of location aware intelligent environments, the next steps are to come up with microscopic traffic values. This work proposes a solution for this question, namely, a Bluetooth localization and path reproduction of individual persons. Our approach applies radio signal strength fingerprinting. We introduce and evaluate this approach for varying granularities and mobile phone types. The result is an accurate reproduction of pedestrian position and route choice in a complex facility.
Keywords :
Bluetooth; mobile computing; pedestrians; traffic engineering computing; Bluetooth localization; Bluetooth tracking technology; location aware intelligent environment; microscopic pedestrian mobility; microscopic traffic value; mobile phone type; movement pattern; path reproduction; pedestrian position; radio signal strength fingerprinting; route choice; Accuracy; Bluetooth; Fingerprint recognition; Mobile handsets; Monitoring; Sensors; Support vector machines; Bluetooth Tracking; Location Awareness; Pedestrian Monitoring;
Conference_Titel :
Intelligent Environments (IE), 2012 8th International Conference on
Conference_Location :
Guanajuato
Print_ISBN :
978-1-4673-2093-1