Title :
Floor accuracy improvement of wireless LAN based large scale indoor positioning
Author :
Hyunil Yang ; Giwan Yoon ; Dongsoo Han
Author_Institution :
Dept. of Comput. Sci., KAIST, Daejeon, South Korea
Abstract :
WLAN signal based positioning is most popular in indoor localization, where GPS is hardly working inside buildings. In WLAN localization system, floor errors are occurred occasionally, which cause the serious side effects in indoor navigation system. In this paper, we introduce our floor-error correcting method. Simply, the correction method is based on Wi-Fi access point set similarity. We devised a new method with less floor errors than conventional system. We applied our proposed method to COEX, the most realistic case comparing with other researches. Therefore we expect that the result in this paper is meaningful to the researchers in same discipline.
Keywords :
Global Positioning System; building management systems; wireless LAN; COEX method; GPS; WLAN localization system; WLAN signal based positioning; Wi-Fi access point; floor accuracy improvement; floor-error correcting method; indoor localization; indoor navigation system; large scale indoor positioning; wireless LAN; Accuracy; Bayesian methods; Estimation; Fingerprint recognition; Floors; IEEE 802.11 Standards; Wireless LAN; Coordinate measuring machines; machine learning algorithms; navigation; pervasive computing; wireless LAN;
Conference_Titel :
Intelligent Radio for Future Personal Terminals (IMWS-IRFPT), 2011 IEEE MTT-S International Microwave Workshop Series on
Conference_Location :
Daejeon
Print_ISBN :
978-1-4577-0961-6
Electronic_ISBN :
978-1-4577-0963-0
DOI :
10.1109/IMWS2.2011.6027200