Title :
Wireless LAN Positioning based on Received Signal Strength from Mobile device and Access Points
Author :
Yeung, Wilson M. ; Ng, Joseph K.
Author_Institution :
Hong Kong Baptist Univ., Kowloon
Abstract :
Most of the WLAN positioning systems use Received Signal Strength (RSS) as an important information to estimate the location of a mobile station. In fact, RSS can be obtained at the access points or at the mobile device, and most of the previous works use either way to collect this information. In this paper, we propose a new WLAN positioning approach by making use of the RSS collected at both the access points and mobile device. Besides, our new approach is positioning algorithm independent, which means the user can apply any location estimation algorithm with our new data acquisition approach. With our new data acquisition approach, our experiments had shown that the accuracy of location estimation can be improved by 12.84% to 38.23% on the average, as compare to the previous work which only uses the RSS information from either access points or the mobile device.
Keywords :
data acquisition; mobile computing; mobility management (mobile radio); radio access networks; wireless LAN; access point; local area network; location estimation algorithm; mobile device; mobile station; new data acquisition; received signal strength; wireless LAN positioning algorithm; Computer science; Data acquisition; Fingerprint recognition; Mobile computing; Personal digital assistants; Portable computers; Probability distribution; Radar; System testing; Wireless LAN;
Conference_Titel :
Embedded and Real-Time Computing Systems and Applications, 2007. RTCSA 2007. 13th IEEE International Conference on
Conference_Location :
Daegu
Print_ISBN :
978-0-7695-2975-2
DOI :
10.1109/RTCSA.2007.73