Title :
A study on outdoor positioning technology using GPS and WiFi networks
Author :
Yeh, Sheng-Cheng ; Hsu, Wu-Hsiao ; Su, Ming-Yang ; Chen, Ching-Hui ; Liu, Ko-Hung
Author_Institution :
Dept. of Comput. & Commun. Eng., Ming Chuan Univ., Gwei-Shan
Abstract :
The most common technology which supports outdoor locating services is the global positioning system, GPS. It mainly receives the positioning satellite signals from over three satellites, and uses triangulation technique to compute the position. The satellite signals are easily interfered by non-line-of-sight (NLOS) wave and climate; thus, create significant positioning errors. The positioning technology based on wireless local area networks (or WiFi) has matured gradually in recent years. The pattern matching method that takes the received signal strength indicator (RSSI) at the receiving end as the fingerprinting is one of the key technologies. In order to improve the precision of positioning under unfavorable weather conditions or in NLOS outdoor environment, this study proposed a positioning technology based on a portable mobile device with GPS and WiFi-based pattern matching method, to design a selective weighting scheme. The experiments validated that the proposed technology is effective with an average positioning error of 3.8 m less than that of GPS.
Keywords :
Global Positioning System; pattern matching; wireless LAN; GPS; NLOS outdoor environment; RSSI; WiFi networks; global positioning system; nonline-of-sight wave; outdoor positioning technology; pattern matching method; portable mobile device; positioning errors; received signal strength indicator; satellite signal; selective weighting scheme; triangulation technique; weather conditions; wireless local area networks; Euclidean distance; Global Positioning System; Mobile computing; Pattern matching; Personal digital assistants; Phase measurement; Position measurement; Receivers; Satellite broadcasting; Wireless LAN;
Conference_Titel :
Networking, Sensing and Control, 2009. ICNSC '09. International Conference on
Conference_Location :
Okayama
Print_ISBN :
978-1-4244-3491-6
Electronic_ISBN :
978-1-4244-3492-3
DOI :
10.1109/ICNSC.2009.4919345