DocumentCode
2620456
Title
Fast indoor radio-map building for RSSI-based localization systems
Author
Scholl, Philipp M. ; Kohlbrecher, Stefan ; Sachidananda, V. ; Van Laerhoven, Kristof
Author_Institution
Embedded Sensing Syst., Tech. Univ. Darmstadt, Darmstadt, Germany
fYear
2012
fDate
11-14 June 2012
Firstpage
1
Lastpage
2
Abstract
Wireless Indoor localization systems based on RSSI-values typically consist of an offline training phase and online position determination phase. During the offline phase, geo-referenced RSSI measurements, called fingerprints, are recorded to build a radio-map of the building. This radiomap is then searched during the position determination phase to estimate another nodes´ location. Usually the radiomap is build manually, either by users pin-pointing their location on a ready-made floorplan or by moving in pre-specified patterns while scanning the network for RSSI values. This cumbersome process leads to inaccuracies in the radiomap. Here, we propose a system to build the floorplan and radio-map simultaneously by employing a handheld laser mapping system in an IEEE802.15.4-compatible network. This makes indoor- and radio-mapping for wireless localization less cumbersome, faster, more reliable and delivers a new way to evaluate wireless localization systems.
Keywords
Zigbee; indoor communication; signal processing; wireless sensor networks; RSSI based localization systems; fast indoor radio map building; fingerprints; georeferenced RSSI measurement; offline training phase; online position determination phase; radio signal strength indicator; ready made floorplan; wireless indoor localization systems; wireless localization; Phase measurement; Position measurement; Robot sensing systems; Vectors; Wireless communication; Wireless sensor networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Networked Sensing Systems (INSS), 2012 Ninth International Conference on
Conference_Location
Antwerp
Print_ISBN
978-1-4673-1784-9
Electronic_ISBN
978-1-4673-1785-6
Type
conf
DOI
10.1109/INSS.2012.6240574
Filename
6240574
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