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An Indoor Positioning System for Mobile Robots Using Visible Light Communication and Fuzzy Logic
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 Title & Authors
An Indoor Positioning System for Mobile Robots Using Visible Light Communication and Fuzzy Logic
Kim, Jun-Young; Kim, Ji-Su; Kang, Geun-Taek; Lee, Won-Chang;
Visible light communication (VLC) using LED lamps is suitable for implementing an indoor positioning system in an indoor environment where the global positioning system (GPS) signal does not reach. In this paper, we present an indoor positioning system for mobile robots using a VLC beacon and fuzzy rules. This system consists of an autonomous mobile robot, VLC modules, and device application software. Fuzzy rules are applied to plan the global and local paths along which the mobile robot navigates indoors. The VLC transmitter modules are attached to the wall or the ceiling as beacons to transmit their own location information. The variable pulse position modulation (VPPM) algorithm is used to transmit data, which is a new modulation scheme for VLC providing a dimming control mechanism for flicker-free optical communication. The mobile robot has a receiver module to receive the location information while performing its mission in the environment where VLC transmitters are deployed.
visible light communication;indoor positioning system;mobile robot;fuzzy rules;variable pulse position modulation;
 Cited by
J. Borenstein and L. Feng, "Gyrodometry: A new method for combining data from gyros and odometry in mobile robots," Proc. of IEEE Conference on Robotics and Automation, vol. 1, pp. 423-428, Apr. 1996.

S. Mazuelas, A. Bahillo, R. M. Lorenzo, P. Fernandez, F. A. Lago, E. Garcia, J. Blas, and E. J. Abril, "Robust indoor positioning provided by real-time RSSI values in unmodified WLAN networks," IEEE Journal of Selected Topics in Signal Processing, vol. 3, no. 5, pp. 821-831, Oct. 2009. crossref(new window)

M. Alsehaili, S. Noghanian, D. A. Buchanan, and A. R. Sebak, "Angle-of-arrival statistics of a three-dimensional geometrical scattering channel model for indoor and outdoor propagation environments," IEEE Antennas and Wireless Propagation Letters, vol. 9, pp. 946-949, Sep. 2010. crossref(new window)

M. Vossiek, L. Wiebking, P. Gulden, J. Wieghardt, C. Hoffmann, and P. Heide, "Wireless local positioning," IEEE Microwave Magazine, vol. 4, no. 4, pp. 77-86, Dec. 2003. crossref(new window)

J. B. Song and S. Y. Hwang, "Past and state-of-the-art SLAM technologies," Journal of Institute of Control, Robotics and Systems (in Korean), vol. 20, no. 3, pp. 372-379, Mar. 2014. crossref(new window)

J. Borenstein, "Measurement and correction of systematic odometry errors in mobile robots," IEEE Transaction on Robotics and Automation, vol. 12, no. 6, pp. 869-880, Dec. 1996. crossref(new window)

N. B. Soni and P. Devendra, "The transition to LED illumination: A case study on energy conservation," Journal of Theoretical and Applied Information Technology, vol. 4, no. 11, pp. 1083-1087, Nov. 2008.

G. John, E. Hany, and D. C. Thomas, "Impact of lighting requirements on VLC systems," IEEE Communications Magazine, vol. 51, no. 12, pp. 34-41, Dec. 2013.

IEEE Standard for Local and Metropolitan Area Networks - Part 15.7: Short-Range Wireless Optical - Communication Using Visible Light, IEEE, NewYork, Sep. 2011.

J. Y. Kim, J. S. Kim, S. H. Park, and W. C. Lee, "Implementation of variable pulse position modulation using a Cortex-M processor for visible light communication," Journal of Institute of Control, Robotics and Systems (in Korean), vol. 21, no. 1, pp. 76-79, Jan. 2015. crossref(new window)

K. Lee and H. Park, "Modulations for visible light communications with dimming control," IEEE Photonics Technology Letters, vol. 23, no. 16, pp. 1136-1138, Aug. 2011. crossref(new window)

M. Trabia, L. Z. Shi, and N. E. Hodge, "A fuzzy logic controller for autonomous wheeled vehicles," Advanced Robotic Systems International, pp. 175-200. Dec. 2006.

V. Sezer, Z. Ercan, H. Heceoglu, S. Bogosyan, and M. Gokasan, "A new fuzzy speed planning method for safe navigation," Proc. of IEEE International Conference on Vehicular Electronics and Safety, pp. 381-386, Jul. 2012.

N. Ouadah, L. Ourak, and F. Boudjema, "Car-like mobile robot oriented positioning by fuzzy controllers," International Journal of Advanced Robotic Systems, vol. 5, no. 3, pp. 249-256. Sep. 2008.