Title :
A dynamic system approach for radio location fingerprinting in wireless local area networks
Author :
Fang, Shih-Hau ; Lin, Tsung-Nan
Author_Institution :
Dept. of Electr. Eng., Yuan Ze Univ., Taoyuan, Taiwan
fDate :
4/1/2010 12:00:00 AM
Abstract :
This study focuses on the localization using Received Signal Strength (RSS) in dense multipath indoor environments. A dynamic system approach is proposed in the fingerprinting module, where the location is estimated from the state instead from RSS directly. The state is reconstructed from a temporal sequence of RSS samples by incorporating a proper memory structure based on Taken´s embedded theory. Then, a more accurate state-location correlation is estimated because the impact of the temporal variation due to multipath is considered. An indoor experiment in Wireless Local Area Networks (WLAN) shows the effectiveness of our approach.
Keywords :
indoor radio; mobility management (mobile radio); wireless LAN; RSS samples; Takens embedded theory; WLAN; dynamic system approach; multipath indoor environments; radio location fingerprinting; received signal strength; state-location correlation; wireless local area networks; Costs; Databases; Degradation; Emergency services; Fingerprint recognition; History; Indoor environments; Land mobile radio cellular systems; State estimation; Wireless LAN; Dynamic system; IEEE 802.11; WLAN; location fingerprinting; multipath;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2010.04.090080