Title :
Automatic WLAN localization for industrial automation
Author :
Ivanov, Svilen ; Nett, Edgar ; Schemmer, Stefan
Author_Institution :
Otto-von-Guericke Univ., Magdeburg
Abstract :
The increasing WLAN deployment in industrial environments opens possibilities for location based services such as asset-tracking and workflow optimization. This paper presents our current research to develop a WLAN-localization system that fulfils the requirements of industrial automation: scalability and 5-10 m localization accuracy. Our envisaged system produces the training data automatically using automatic measurements, and model calibration. The suggested approach avoids the effort for walk-around and extensive manual measurements and is stable under environmental changes, while still achieving an accuracy equivalent to state-of-the art technology. Preliminary evaluation shows an average accuracy of 3.7 m (12ft).
Keywords :
production engineering computing; wireless LAN; asset tracking; automatic WLAN localization; industrial automation; model calibration; wireless LAN; workflow optimization; Acoustic propagation; Aerodynamics; Automation; Calibration; Interpolation; Investments; Mobile communication; Scalability; Training data; Wireless LAN;
Conference_Titel :
Factory Communication Systems, 2008. WFCS 2008. IEEE International Workshop on
Conference_Location :
Dresden
Print_ISBN :
978-1-4244-2349-1
Electronic_ISBN :
978-1-4244-2350-7
DOI :
10.1109/WFCS.2008.4638748