DocumentCode :
3514110
Title :
A multi-technology framework for LBS using fingerprinting
Author :
Silva, P.M.M.A. ; Pinto, Hugo ; Serôdio, Carlos M J A ; Monteiro, João L. ; Couto, Carlos A C
Author_Institution :
CITAB-UTAD, Univ. of UTAD, Vila Real, Portugal
fYear :
2009
fDate :
3-5 Nov. 2009
Firstpage :
2693
Lastpage :
2698
Abstract :
Due to the present challenges of Ubiquitous Computing, automatic location estimation of a mobile device in wireless networks is becoming increasingly important. Given the complexity of indoor environments, due to factors such as multipath interference, reflections and refractions, fingerprinting scene analysis methodology is presented in this paper. A multi-technology and multi-platform model is presented. After this model a framework for Localization Based Services was implemented. It can be used for analysis of performance of the location estimation, being developed at various levels of abstraction. This model is intended for indoor environment, being presented and tested different location estimation algorithms based on scene analysis with fingerprinting methodology. The framework was tested using IEEE802.11 and IEEE802.15.4 standards and a realtime location estimation with a accuracy of 1m and a precision of 90% was achieved.
Keywords :
IEEE standards; radio networks; ubiquitous computing; IEEE802.11 standards; IEEE802.15.4 standards; LBS; automatic location estimation; fingerprinting methodology; fingerprinting scene analysis; indoor environments; localization based services; mobile device; multipath interference; multiplatform model; multitechnology framework; multitechnology model; realtime location estimation; ubiquitous computing; wireless networks; Fingerprint recognition; Image analysis; Indoor environments; Interference; Mobile computing; Performance analysis; Reflection; Testing; Ubiquitous computing; Wireless networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics, 2009. IECON '09. 35th Annual Conference of IEEE
Conference_Location :
Porto
ISSN :
1553-572X
Print_ISBN :
978-1-4244-4648-3
Electronic_ISBN :
1553-572X
Type :
conf
DOI :
10.1109/IECON.2009.5415434
Filename :
5415434
Link To Document :
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