Abstract
In this article, we present a hemispherical transmitter design for multi-user optical beamforming (MU-OB) using visible light. MU-OB technique involves focusing light-emitting diode light on a target, to enhance the received signal-to-noise ratio. The MU-OB technique integrates a micro-genetic optimization algorithm (\(\mu\)-GOA) to optimize LED power. The \(\mu\)-GOA represents a significant development in the field of directional LED design. As it guides the selection of LEDs that will improve the signal strength of the LED at the receiver, regardless of location. MU-OB in visible light communication systems can improve the SNR at the RX. And minimize the time required to estimate the user’s position. Also, the MU-OB technique increases the VLC’s data rate. We have simulated the proposed MU-OB technique using hemispherical TX for various user positions to ensure its feasibility and robustness. Besides \(\mu\)-GOA, we compared the MU-OB technique using the simple genetic algorithm (sGA). The result shows that the MU-OB technique using \(\mu\)-GOA as compared to sGA achieves the SNR at the user position of 61 which increases by 0.2 dB after beamforming. And, beamforming improves the SNR at user positions, 1 and 121 by 0.8 dB and, 0.7 dB respectively.
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References
Arafa, A., Panayirci, E., Poor, H.V.: Relay-aided secure broadcasting for visible light communications. IEEE Trans. Commun. 67(6), 4227–4239 (2019)
Arfaoui, M.A., Zaid, H., Rezki, Z., Ghrayeb, A., Chaaban, A., Alouini, M.-S.: Artificial noise-based beamforming for the MISO VLC wiretap channel. IEEE Trans. Commun. 67(4), 2866–2879 (2019)
Bashar, M., Cumanan, K., Burr, A.G., Debbah, M., Ngo, H.Q.: On the uplink max-min SINR of cell-free massive MIMO systems. IEEE Trans. Wirel. Commun. 18(4), 2021–2036 (2019)
Cen, N., Dave, N., Demirors, E., Guan, Z., Melodia, T.: Libeam: throughput-optimal cooperative beamforming for indoor visible light networks. In IEEE INFOCOM 2019-IEEE Conference on Computer Communications, (pp. 1972–1980). IEEE ( 2019)
Chen, Z., Basnayaka, D.A., Wu, X., Haas, H.: Interference mitigation for indoor optical attocell networks using an angle diversity receiver. J. Lightw. Technol. 36(18), 3866–3881 (2018)
Delwar, T.S., Cahyadi, W.A., Chung, Y.H.: Visible light signal strength optimization using genetic algorithm in non-line-of-sight optical wireless communication. Opt. Commun. 426, 511–518 (2018)
Delwar, T.S., Siddique, A., Pradhan, P.K., Jana, A., Ryu, J.Y.: Signal power optimization technique in optical wireless link: a comparative study with GA and PSO. Opt. Quantum Electron. 53(8), 1–19 (2021)
Eldeeb, H.B., Selmy, H.A., Elsayed, H.M., Badr, R.I., Uysal, M.: Efficient resource allocation scheme for multi-user hybrid VLC/IR networks. In: 2019 IEEE Photonics Conference (IPC), (pp. 1–2). IEEE (2019)
Eldeeb, H.B., Selmy, H.A., Elsayed, H.M. and Badr, R.I.: Co-channel interference cancellation using constraint field of view ADR in VLC channel. In: 2017 IEEE Photonics Conference (IPC) Part II, (pp. 1–2). IEEE (2017)
Eldeeb, H.B., Uysal, M., Mana, S.M., Hellwig, P., Hilt, J., Jungnickel, V.: Channel measurements and ray tracing simulations for MIMO light communication at 200 MHz. In: 2020 IEEE Photonics Conference (IPC), (pp. 1–2). IEEE (2020)
Eldeeb, H.B., Selmy, H.A., Elsayed, H.M., Badr, R.I.: Interference mitigation and capacity enhancement using constraint field of view ADR in downlink VLC channel. IET Commun. 12(16), 1968–1978 (2018)
Eldeeb, H.B., Hosney, M., Elsayed, H.M., Badr, R.I., Uysal, M., Selmy, H.A.: Optimal resource allocation and interference management for multi-user uplink light communication systems with angular diversity technology. IEEE Access 8, 203224–203236 (2020)
Feng, J., Yang, C., Hou, J., Long, H., Chen, S.: Performance enhancement for indoor visible light communication system with an improved inter-symbol interference model using optimized hemispherical optical-angle-diversity-receivers. Opt. Commun. 454, 124488–124494 (2020)
Ghassemlooy, Z., Alves, L.N., Zvanovec, S., Khalighi, M.A. (eds.): Visible Light Communications: Theory and Applications. CRC Press, Florida (2017)
He, C., Cincotta, S., Mohammed, M.M., Armstrong, J.: Angular diversity aperture (ADA) receivers for indoor multiple-input multiple-output (MIMO) visible light communications (VLC). IEEE Access 7, 145282–145301 (2019)
Kim, S.M.: Visible light communication employing optical beamforming: a review. Curr. Opt. Photonics 2(4), 308–314 (2018)
Kim, S.M., Baek, M.W., Nahm, S.H.: Visible light communication using TDMA optical beamforming. EURASIP J. Wirel. Commun. Netw. 2017(1), 1–6 (2017)
Kim, S.M., Baek, M.W., Nahm, S.H.: Visible light communication using TDMA optical beamforming. EURASIP J. Wirel. Commun. Netw. 2017(1), 1–6 (2017)
Lang, T., Li, Z., Wang, A., Chen, G.: Hemispherical lens featured beehive structure receiver on vehicular massive mimo visible light communication system. In: Internet of Vehicles-Safe and Intelligent Mobility: Second International Conference, IOV 2015, Chengdu, China, December 19–21, 2015, Proceedings 2, (pp. 469–477). Springer International Publishing (2015)
Li, B., Lai, X., Wang, J., Liang, X., Zhao, C.: Performance analysis of the imaging receivers using a hemispherical lens for Visible Light Communications. In: 2013 International Conference on Wireless Communications and Signal Processing, (pp. 1–5). IEEE (2013)
Liang, S., Fang, Z., Sun, G., Zhang, J.: A physical layer security approach based on optical beamforming for indoor visible light communication. IEEE Commun. Lett. 24(10), 2109–2113 (2020)
Ling, X., Wang, J., Liang, X., Ding, Z., Zhao, C., Gao, X.: Biased multi-LED beamforming for multicarrier visible light communications. IEEE J. Sel. Areas Commun. 36(1), 106–120 (2017)
Liu, X., Wang, Y., Zhou, F., Ma, S., Hu, R.Q., Ng, D.W.K.: Beamforming design for secure MISO visible light communication networks with SLIPT. IEEE Trans. Commun. 68(12), 7795–7809 (2020)
Liu, X., Chen, Z., Wang, Y., Zhou, F., Ma, S.: Robust artificial noise-aidedbeamforming for a secure MISO-NOMA visible light communication system. China Commun. 17(11), 42–53 (2020)
Liu, X., Wang, Y., Zhou, F., Ma, S., Hu, R.Q., Ng, D.W.K.: Beamforming design for secure MISO visible light communication networks with SLIPT. IEEE Trans. Commun. 68(12), 7795–7809 (2020)
Ma, S., Wang, J., Du, C., Li, H., Liu, X., Wu, Y., Al-Dhahir, N., Li, S.: Joint beamforming and PD orientation design for mobile visible light communications. IEEE Transactions on Wireless Communications (2022)
Ma, S., Dong, Z..-L., Li, H., Lu, Z., Li, S.: Optimal and robust secure beamformer for indoor MISO visible light communication. J. Lightw. Technol. 34(21), 4988–4998 (2016)
Ma, H., Mostafa, A., Lampe, L., Hranilovic, S.: Coordinated beamforming for downlink visible light communication networks. IEEE Trans. Commun. 66(8), 3571–3582 (2018)
Mapunda, G.A., Ramogomana, R., Marata, L., Basutli, B., Khan, A.S., Chuma, J.M.: Indoor visible light communication: a tutorial and survey. Wirel. Commun. Mobile Comput. (2020)
Mostafa A., Lampe, L.: Physical-layer security for indoor visible light communications. I:n Proc. IEEE Int. Conf. Commun. (ICC), (pp. 3342–3347), (2014)
Mostafa, A., Lampe, L.: Pattern synthesis of massive LED arrays for secure visible light communication links. In: Proc. IEEE Int. Conf. Commun. Workshop (ICCW), (pp. 1350–1355) (2015)
Mostafa, A., Lampe, L.: Optimal and robust beamforming for secure transmission in MISO visible-light communication links. IEEE Trans. Signal Process. 64(24), 6501–6516 (2016)
Mushfique, S.I., Palathingal, P., Eroglu, Y.S., Yuksel, M., Guvenc, I., Pala, N.: A software-defined multi-element VLC architecture. IEEE Commun. Mag. 56(2), 196–203 (2018)
Naser, S., Bariah, L., Jaafar, W., Muhaidat, S., Al-Qutayri, M., Uysal, M., Sofotasios, P.C.: Coordinated beamforming design for multi-user multi-cell MIMO VLC networks. IEEE Photonics J. 14(3), 1–10 (2022)
Shi, W., Ritcey, J.: Robust beamforming for MISO wiretap channel by optimizing the worst-case secrecy capacity. In: Forty Fourth Asilomar Conference on Signals, Systems and Computers, (pp. 300–304) (2010)
Sivasakthi, T., Roshini, S., Shivani, S., Saundariya, K., Saran, M.: BER minimized beamforming technique for VLC multiuser MIMO. In: 2021 Smart Technologies, Communication and Robotics (STCR), (pp. 1–4). IEEE (2021)
Uysal, M., Miramirkhani, F., Narmanlioglu, O., Baykas, T., Panayirci, E.: IEEE 802.15. 7r1 reference channel models for visible light communications. IEEE Commun. Mag. 55(1), 212–217 (2017)
Wang, T.Q., Sekercioglu, Y.A., Armstrong, J.: Hemispherical lens based imaging receiver for MIMO optical wireless communications. In: 2012 IEEE Globecom Workshops, (pp. 1239–1243). IEEE (2012)
Wang, T.Q., Sekercioglu, Y.A., Armstrong, J.: Analysis of an optical wireless receiver using a hemispherical lens with application in MIMO visible light communications. J. Lightw. Technol. 31(11), 1744–1754 (2013)
Yahia, S., Meraihi, Y., Ho, T.D., Eldeeb, H.B.: Performance enhancement of vehicular VLC using spherical detector and efficient lens design. In: 2023 IEEE Wireless Communications and Networking Conference (WCNC), (pp. 1–6). IEEE (2023)
Yahia, S., Meraihi, Y., Ramdane-Cherif, A., Gabis, A.B., Eldeeb, H.B.: Performance evaluation of vehicular Visible Light Communication based on angle-oriented receiver. Comput. Commun. 191, 500–509 (2022)
Yahia, S., Meraihi, Y., Ramdane-Cherif, A., Ho, T.D., Eldeeb, H.B.: Enhancement of vehicular visible light communication using spherical detector and custom lens combinations. IEEE Access 11, 21600–21611 (2023)
Yin, L., Haas, H.: Physical-layer security in multiuser visible light communication networks. IEEE J. Sel. Areas Commun. 36(1), 162–174 (2018)
Yu, B., Liang, S., Ding, X., Yang, Y., Shao, C., Zhao, Q., Li, Z.: Performance investigation on hemispherical lens used in photodetector for visible light communications. In: 2019 20th International Conference on Electronic Packaging Technology (ICEPT), (pp. 1–4). IEEE (2019)
Zhang, L., Liang, Y.C., Pei, Y., Zhang, R.: Robust beamforming design: From cognitive radio MISO channels to secrecy MISO channels. In: IEEE Global Telecommunications Conference, (pp. 1–5) (2009)
Zhang, L., Liang, Y.C., Pei, Y., Zhang, R.: Robust beamforming design: from cognitive radio MISO channels to secrecy MISO channels. In: IEEE Global Telecommunications Conference, (pp. 1–5) (2009)
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This research was supported by Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (2018R1D1A3A01015753).
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Conceptualization, methodology, formal analysis, writing-original draft preparation TSD.; investigation, writing-review & editing, AS.; visualization, JYR.
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Delwar, T.S., Siddique, A., Aras, U. et al. A novel hemispherical visible light transmitter design for multi-user optical beamforming in wireless communication. Opt Quant Electron 55, 933 (2023). https://doi.org/10.1007/s11082-023-05183-z
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DOI: https://doi.org/10.1007/s11082-023-05183-z