Abstract
Compressed sensing (CS)-based optical camera communications (CS-OCC) technology was previously studied to support accurate optical data detection with down-sampled measurements. This paper extends the CS-based OCC scheme to discuss the methods supporting dimming control functionality. Based on measurement matrices consisting of a random distribution of pseudo-noise (PN) code for sparse reconstruction, various solutions for a dimmable CS-OCC method are provided. The simulation results show that the CS-OCC scheme of Gaussian PN code with a varying mean signal shows the best data retrieval performance, while providing robust dimming control.
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References
Technical Consideration Document of The IEEE 802.15.7r1 Optical Wireless Communications, IEEE (2015)
Nguyen, T., Islam, A., Hossan, T., Jang, Y.M.: Current status and performance analysis of optical camera communication technologies for 5G networks. IEEE Access 5, 4574–4594 (2017)
Hu, J., Shin, F.C.P., Sam, K.Y., Yu, C.: LED-camera communication system with RGB coding. In: Proceedings of Photonics Global Conference (PGC), Singapore, pp. 1–4 (2012)
Takai, I., Ito, S., Yasutomi, K., Kagawa, K., Andoh, M., Kawahito, S.: LED and CMOS image sensor based optical wireless communication system for automotive applications. IEEE Photonics J. 5(5), 6801418–6801418 (2013)
Takai, I., Harada, T., Andoh, M., Yasutomi, K., Kagawa, K., Kawahito, S.: Optical vehicle-to-vehicle communication system using LED transmitter and camera receiver. IEEE Photonics J. 6(5), 1–4 (2014)
Roberts, R.D.: Undersampled frequency shift ON-OFF keying(UFSOOK) for camera communication (CamCom). In: Proceedings of 22nd Wireless and Optical Communication Conference (WOCC), Chongqing, pp. 645–648 (2013)
Roberts, R.D.: A MIMO protocol for camera communications (CamCom) using undersampled frequency shift ON-OFF keying (UFSOOK). In: Proceedings of IEEE Globecom Workshops (GC Wkshps), Atlanta, GA, pp. 1052–1057 (2013)
Luo, P., Ghassemlooy, Z., Le Minh, H., Tang, X., Tsai, H.-M.: Undersampled phase shift ON-OFF keying for camera communication. In: Proceedings of International Conference Wireless Communication Signal Processing (WCSP), Hefei, China, pp. 1–6 (2014)
Nguyen, T., Islam, A., Jang, Y.M.: Region-of-interest signaling vehicular system using optical camera communications, IEEE Photonics J. 9(1), Article no. 7900720 (2017)
Kim, B.W., Jung, S.-Y.: Novel flicker-free optical camera communications based on compressed sensing. IEEE Commun. Lett. 20(6), 1104–1107 (2016)
Candes, E.J., Romberg, J., Tao, T.: Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information. IEEE Trans. Inf. Theory 52(2), 489–509 (2006)
Donoho, D.: Compressed sensing. IEEE Trans. Inf. Theory 52(4), 1289–1306 (2006)
Singhvi, V., Krause, A., Guestrin, C., Garrett, J., Matthews, H.S.: Intelligent light control using sensor networks. In: Proceedings of ACM Conference on Embedded Networked Sensor Systems (SenSys), San Diego, CA, pp. 218–229 (2005)
Caicedo, D., Pandharipande, A., Leus, G.: Occupancy-based illumination control of LED lighting systems. Lighting Res. Technol. 43, 217–234 (2011)
Bhardwaj, S., Ozcelebi, T., Verhoeven, R., Lukkien, J.: Smart indoor solid state lighting based on a novel illumination model and implementation. IEEE Trans. Consum. Electron. 57(4), 1612–1621 (2011)
Tan, Y.K., Huynh, T.P., Wang, Z.: Smart personal sensor network control for energy saving in DC grid powered LED lighting system. IEEE Trans. Smart Grid 4(2), 669–676 (2013)
Baraniuk, R.G., Davenport, M., DeVore, R.A., Wakin, M.B.: A simple proof of the restricted isometry property for random matrices. Constr. Approx. 28(3), 253–263 (2008)
Kwon, J.K.: Inverse source coding for dimming in visible light communications using NRZ-OOK on reliable links. IEEE Photonics Technol. Lett. 22(19), 1455–1457 (2010)
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This work was supported by the 2017 Yeungnam University Research Grant.
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Kim, B.W., Jung, SY. Dimming control technique for compressed sensing-based optical camera communications. Photon Netw Commun 36, 165–173 (2018). https://doi.org/10.1007/s11107-018-0775-7
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DOI: https://doi.org/10.1007/s11107-018-0775-7