DocumentCode :
3221179
Title :
A novel approach for WLAN-based outdoor fingerprinting localization
Author :
Zhao, Qingyuan ; Zhang, Sheng ; Quan, Jinguo ; Lin, Xiaokang
Author_Institution :
Modern Commun. Lab., Tsinghua Univ., Shenzhen, China
fYear :
2011
fDate :
27-29 May 2011
Firstpage :
432
Lastpage :
436
Abstract :
These years, WLAN-based positioning technology developed rapidly due to the limitation of GPS in ”city canyon”. Some people try to apply the indoor fingerprint positioning technology in the outdoor environment. Unfortunately, they ignore the difference between the indoor and outdoor environment and can´t achieve preferable results. Considering more complex factors in outdoor environment, we propose a new approach called Common-APs(Access points)-Likelihood Algorithm, which uses the overlapping APs to measure the similarity among users and training points instead of the traditional Signal Strength (SS) information. Our experiment shows that our algorithm could improve the accuracy by 48.75% and reduce the time cost significantly. In addition, the proposed algorithm has strong robustness and could work much better in the busy downtown surrounding dense APs.
Keywords :
Global Positioning System; computational complexity; wireless LAN; WLAN; city canyon; common access point likelihood algorithm; computational complexity; indoor fingerprint positioning technology; outdoor fingerprinting localization; signal strength information; Accuracy; Algorithm design and analysis; Cities and towns; Conferences; Global Positioning System; Wireless LAN; Wireless communication; Accuracy; Common-APs; Computational-complexity; Fingerprinting-system; Robustness; WLAN;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communication Software and Networks (ICCSN), 2011 IEEE 3rd International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-61284-485-5
Type :
conf
DOI :
10.1109/ICCSN.2011.6013750
Filename :
6013750
Link To Document :
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