Title :
Seamless indoor/outdoor location cognition with confidence in wireless systems
Author :
Aust, S. ; Ito, T. ; Davis, P.
Author_Institution :
NCOS Lab., NEC Commun. Syst., Ltd., Kawasaki, Japan
Abstract :
This paper proposes a method of real-time seamless location cognition in WLAN systems based on monitoring, learning and recognizing the statistics of received data traffic. It uses the property that statistics such as average and variance of throughput are often correlated with the location. The method also uses a confidence parameter to quantify the confidence in the location identification, based on comparing matches with multiple candidates. The proposed method can support seamless location cognition by WLAN terminals, indoor and outdoor, without depending on any infrastructure service.
Keywords :
real-time systems; statistical analysis; telecommunication traffic; wireless LAN; WLAN systems; WLAN terminals; confidence parameter; data traffic; infrastructure service; location identification; real-time seamless location cognition; seamless indoor/outdoor location cognition; statistics; wireless systems; Buildings; Classification algorithms; Cognition; Fingerprint recognition; Monitoring; Wireless LAN; Wireless communication; Location; WLAN; cognition; confidence; distance;
Conference_Titel :
Local Computer Networks (LCN), 2010 IEEE 35th Conference on
Conference_Location :
Denver, CO
Print_ISBN :
978-1-4244-8387-7
DOI :
10.1109/LCN.2010.5735789