DocumentCode
1454873
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
Volume
58
Issue
4
fYear
2010
fDate
4/1/2010 12:00:00 AM
Firstpage
1020
Lastpage
1025
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;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/TCOMM.2010.04.090080
Filename
5439303
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