Title :
AOA-based localization and tracking in multi-element VLC systems
Author :
Erogluy, Yusuf Said ; Guvency, Ismail ; Palay, Nezih ; Yukselz, Murat
Author_Institution :
Dept. of Electr. & Comput. Eng., Florida Int. Univ., Miami, FL, USA
Abstract :
Visible light communication (VLC) is an emerging technology that is expected to be widely used for indoor wireless communications. Accurate localization of VLC equipment has a wide variety of applications in indoor scenarios, where GPS receivers do not work. This paper proposes a new and effective method for localization of VLC devices based solely on the connectivity information. Due to narrow field of view characteristics of connected LEDs, angle of arrival to an access point can be estimated accurately. Exploiting such features, a least square estimator is developed for location estimation, and a Kalman filter is utilized for improving the tracking performance of a mobile device. Simulation results show that average localization accuracies on the order 0.2 meters can be achieved in various different access point topologies.
Keywords :
Global Positioning System; Kalman filters; direction-of-arrival estimation; indoor radio; least squares approximations; light emitting diodes; optical communication; AOA-based localization; GPS receivers; Kalman filter; LED; VLC devices; access point; angle of arrival; indoor wireless communications; least square estimator; location estimation; mobile device; multielement VLC systems; visible light communication; Kalman filters; Light emitting diodes; Mobile communication; Receivers; Robots; Transmitters; Wireless communication; Free space optics (FSO); Kalman filter; least squares estimator (LSE); light emitting diode (LED); optical wireless communications (OWC); tracking; visible light communication (VLC);
Conference_Titel :
Wireless and Microwave Technology Conference (WAMICON), 2015 IEEE 16th Annual
Conference_Location :
Cocoa Beach, FL
DOI :
10.1109/WAMICON.2015.7120424