Skip to main content

Advertisement

Log in

Two-way mixed VLC/RF system in the presence of randomly positioned relay

  • Published:
Optical and Quantum Electronics Aims and scope Submit manuscript

Abstract

This paper presented an adaptive two-way relay (TWR) based mixed visible light communication (VLC)/radio frequency (RF) network to improve the accessibility to the mobile user. The VLC link is constrained by a geometrical channel model based on intensity modulation (IM)/direct detection (DD), while the RF link is modelled by a nakagami-\(\textit{m}\) fading distribution. It is considered that the VLC-link in the first-hop is decoded and forwarded (DF) by the relay (R) to the RF signal in the second-hop. Thereafter, selection combining (SC) and switch-and-examine combining (SEC) are implemented at R. The novel closed form expressions of outage probability (OP) and bit error rate (BER) for both SC and SEC schemes are derived and the performance results of both the schemes are compared. The SC is found to be \(\sim 3\,\text {dB}\) more power efficient than the SEC at a target BER of \(10^{-3}\). Moreover, the performance of this DF based TWR scheme is compared with other transmission schemes including amplify and forward TWR (AF-TWR), one-way relaying (OWR), uplink, downlink, direct VLC, and RF transmissions. The considered TWR scheme increases the spectral efficiency significantly as compared to OWR while maintaining the same outage performance. Furthermore, the performance of the system is determined based on different system parameters such as Nakagami-\(\textit{m}\) fading parameter, path loss exponent, half illumination angle, switching threshold, VLC field of view (FOV) angle, distance between LED source and photo-detector (PD), and number of LED luminaries. In addition, all the theoretical results are obtained asymptotically at high signal-to-noise ratios (SNRs) in simple elementary functions, and that are validated by the simulation results.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

References

  • Aalo, V.A., Mukasa, C., Efthymoglou, G.P.: Effect of mobility on the outage and BER performances of digital transmissions over Nakagami-\(m\) fading channels. IEEE Trans. Veh. Technol. 65(4), 2715–2721 (2016)

    Article  Google Scholar 

  • Aboagye, S., Ibrahim, A., Ngatched, T.M.N., Dobre, O.A.: VLC in future heterogeneous networks: energy- and spectral-efficiency optimization. In: IEEE International Conference on Communications (ICC), pp. 1–7 (2020)

  • Abuella, H., Elamassie, M., Uysal, M., Xu, Z., Serpedin, E., Qaraqe, K.A., Ekin, S.: Hybrid RF/VLC systems: a comprehensive survey on network topologies, performance analyses, applications, and future directions. IEEE Access 9, 160402–160436 (2021)

    Article  Google Scholar 

  • Al-Eryani, Y.F., Salhab, A.M., Zummo, S.A., Alouini, M.: Two-way multiuser mixed RF/FSO relaying: performance analysis and power allocation. IEEE/OSA J. Opt. Commun. Netw. 10(4), 396–408 (2018)

    Article  Google Scholar 

  • Ansari, I.S., Yilmaz, F., Alouini, M.: Performance analysis of free-space optical links over Málaga (\({\cal{M} }\)) turbulence channels with pointing errors. IEEE Trans. Wireless Commun. 15(1), 91–102 (2016)

    Article  Google Scholar 

  • Apolo, J.A., Ortega, B., Almenar, V.: Hybrid POF/VLC links based on a single LED for indoor communications. Photonics 8(7), 1–12 (2021)

    Article  Google Scholar 

  • Badarneh, O.S., da Costa, D.B., Benjillali, M., Alouini, M.: Selection combining over double \(\alpha\)-\(\mu\) fading channels. IEEE Trans. Veh. Technol. 69(3), 3444–3448 (2020)

    Article  Google Scholar 

  • Bhowal, A., Kshetrimayum, R.S.: Outage probability bound of decode and forward two-way relay employing optical spatial modulation over gamma-gamma channels. IET Optoelectron. 13(4), 183–190 (2019)

    Article  Google Scholar 

  • Chi, N., Zhou, Y., Wei, Y., Hu, F.: Visible light communication in 6G: advances, challenges, and prospects. IEEE Veh. Technol. Mag. 15(4), 93–102 (2020)

    Article  Google Scholar 

  • Fon, R.C., Ndjiongue, A.R., Ouahada, K.: Cascaded optic fibre-visible light communications: channel model and analysis. In: International Conference on Advances in Big Data, Computing and Data Communication Systems, pp. 1–6 (2019)

  • Ghassemlooy, Z., Popoola, W., Rajbhandari, S.: Optical Wireless Communications: System and Channel Modelling with MATLAB. CRC Press, Boca Raton (2013)

    Google Scholar 

  • Goldsmith, A.: Wireless Communications. Cambridge University Press, New York (2005)

    Book  Google Scholar 

  • Gradshteyn, I.S., Ryzhik, I.M.: Table of Integrals, Series, and Products, 7th edn. Academic, San Diego (2007)

    MATH  Google Scholar 

  • Gupta, A., Sharma, N., Garg, P., Alouini, M.: Cascaded FSO-VLC communication system. IEEE Wireless Commun. Lett. 6(6), 810–813 (2017)

    Article  Google Scholar 

  • Gupta, J., Dwivedi, V.K., Karwal, V.: On the performance of RF-FSO system over Rayleigh and Kappa-Mu/inverse Gaussian fading environment. IEEE Access 6, 4186–4198 (2018)

    Article  Google Scholar 

  • Kong, L., Xu, W., Zhang, H., Zhao, C.: Mixed RF/FSO two-way relaying system under generalized FSO channel with pointing error. In: International Conference on Ubiquitous and Future Networks (ICUFN 18), Vienna, Austria, pp. 264–269 (2016)

  • Lei, H., et al.: Secrecy outage performance of transmit antenna selection for MIMO underlay cognitive radio systems over Nakagami-\(m\) channels. IEEE Trans. Veh. Technol. 66(3), 2237–2250 (2017)

    Article  Google Scholar 

  • Li, S., Pandharipande, A., Willems, F.M.J.: Two-way visible light communication and illumination with LEDs. IEEE Trans. Commun. 65(2), 740–750 (2017)

    Article  Google Scholar 

  • Meshgi, H., Zhao, D.: Opportunistic scheduling in a bidirectional communication link with relaying. In: IEEE International Conference on Communications, pp. 5365–5370 (2012)

  • Moradi, H., Refai, H.H., Lopresti, P.G.: Switch-and-stay and switch-and-examine dual diversity for high-speed free-space optics links. IET Optoelectron. 6(1), 34–42 (2012)

    Article  Google Scholar 

  • Namdar, M., Basgumus, A., Tsiftsis, T., Altuncu, A.: Outage and BER performances of indoor relay-assisted hybrid RF/VLC systems. IET Commun. 12(17), 2104–2109 (2018)

    Article  Google Scholar 

  • Pan, G., Lei, H., Ding, Z., Ni, Q.: 3-D hybrid VLC-RF indoor IoT systems with light energy harvesting. IEEE Trans. Green Commun. Netw. 3(3), 853–865 (2019)

    Article  Google Scholar 

  • Pattanayak, D.R., Dwivedi, V.K., Karwal, V.: Physical layer security of a two way relay based mixed FSO/RF network in the presence of multiple eavesdroppers. Opt. Commun. 463, 1–11 (2020)

    Article  Google Scholar 

  • Peng, H., Li, Q., Pandharipande, A., Ge, X., Zhang, J.: Performance analysis of a SLIPT-based hybrid VLC/RF system. In: IEEE/CIC International Conference on Communications in China (ICCC), pp. 360–365 (2020)

  • Peng, H., Li, Q., Pandharipande, A., Ge, X., Zhang, J.: End-to-end performance optimization of a dual-hop hybrid VLC/RF IoT system based on SLIPT. IEEE Internet Things J. 8(24), 1–21 (2021)

    Article  Google Scholar 

  • Petkovic, M.I., Cvetkovic, A.M., Narandzic, M., Chatzidiamantis, N.D., Vukobratovic, D., Karagiannidis, G.K.: Mixed RF-VLC relaying systems for interference-sensitive mobile applications. IEEE Trans. Veh. Technol. 69(10), 11099–11111 (2020)

    Article  Google Scholar 

  • Rakia, T., Yang, H., Gebali, F., Alouini, M.: Optimal design of dual-hop VLC/RF communication system with energy harvesting. IEEE Commun. Lett. 20(10), 1979–1982 (2016)

    Article  Google Scholar 

  • Sagias, N.C., Zogas, D.A., Karagiannidis, G.K.: Selection diversity receivers over nonidentical Weibull fading channels. IEEE Trans. Veh. Technol. 54(6), 2146–2151 (2005)

    Article  Google Scholar 

  • Saxena, V.N., Gupta, J., Dwivedi, V.K.: Diversity combining techniques in indoor VLC communication. In: IEEE 4th International Conference on Computing, Power and Communication Technologies (GUCON), pp. 1–4 (2021)

  • Vats, A., Aggarwal, M., Ahuja, S.: Modeling and outage analysis of multiple relayed hybrid VLC-RF system. In: Proceedings of Comptelix, Jaipur, pp. 254–259 (2017)

  • Vats, A., Aggarwal, M., Ahuja, S.: End-to-end performance analysis of hybrid VLC-RF system using decode and forward relay in e-health medical applications. Opt. Int. J. Light Electron Opti. 187, 297–310 (2019)

    Article  Google Scholar 

  • Wang, Z., Yu, H., Wang, D.: Energy-efficient network coding scheme for two-way relay visible light communications. In: IEEE 18th International Conference on Communication Technology (ICCT), Chongqing, pp. 310–315 (2018)

  • Wang, Z., Shi, W., Liu, W., Zhao, Y., Kang, K.: Performance analysis of two-way full-duplex relay mixed RF/FSO system with self-interference. IEEE Commun. Lett. 25(1), 209–213 (2021)

    Article  Google Scholar 

  • Yang, H.C., Alouini, M.: Performance analysis of multibranch switched diversity systems. IEEE Trans. Commun. 51(5), 782–794 (2003)

    Article  Google Scholar 

  • Yang, L., Yan, X., Da Costa, D.B., Tsiftsis, T.A., Yang, H.C., Alouini, M.S.: Indoor mixed dual-hop VLC/RF systems through reconfigurable intelligent surfaces. IEEE Wirel. Commun. Lett. 9(11), 1995–1999 (2020)

    Article  Google Scholar 

  • Yuanquan, W., Nan, C.: A high-speed bi-directional visible light communication system based on RGB-LED. China Commun. 11(3), 40–44 (2014)

    Article  Google Scholar 

  • Zhang, C., Ye, J., Pan, G., Ding, Z.: Cooperative hybrid VLC-RF systems with spatially random terminals. IEEE Trans. Commun. 66(12), 6396–6408 (2018)

    Article  Google Scholar 

  • Zhao, W., Ma, H., Zhang, H., Jin, J., Dai, G., Hu, L.: A nonlinearity mitigation method for a broadband RF front-end in a sensor based on best delay searching. Sensors (Basel) 17(10), 1–19 (2017)

    Article  Google Scholar 

Download references

Funding

The author(s) received no financial support for the research and publication of this paper.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Vivek K. Dwivedi.

Ethics declarations

Conflict of interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Appendices

Appendix A

The Taylor series expansion of any differentiable function \(X\left( t\right)\) at a value A can be written as

$$\begin{aligned} X\left( t\right) =\sum _{n=0}^{\infty }\frac{X^{\left( n\right) }\left( A\right) }{n!}\left( t-A\right) ^n \end{aligned}$$
(A.1)

Therefore, the CDF of the VLC link at \(t = \gamma _{min}\) can be expressed in Taylor series format as

$$\begin{aligned} \begin{aligned} F_{\gamma _{RS_{i}}}\left( \gamma _{th}\right)&= 0+ \left( \frac{\varpi _{1}}{m_{rs}+3}\right) \left( \frac{\gamma _{th}-\gamma _{min}}{K_{mn}}\right) \frac{1}{{\bar{\gamma }}}-\left( \frac{\varpi _{1}}{m_{rs}+3}\right) \left( 1+\frac{1}{m_{rs}+3}\right) \\&\quad \times \left( \frac{\gamma _{th}-\gamma _{min}}{K_{mn}}\right) ^2\left( \frac{1}{{\bar{\gamma }}}\right) ^2+,..., \end{aligned} \end{aligned}$$
(A.2)

Similar procedure can be applied for \(F_{\gamma _{S_{i}R}}\left( \gamma _{th}\right)\).

Furthermore, the CDF of the RF links at \(t = 0\) can be expressed in Taylor series format as

$$\begin{aligned} \begin{aligned} F_{\gamma _{cd}}\left( \gamma _{th}\right)&= 0+,...,+\frac{1}{m_{cd}!}\left( \frac{m_{cd}\gamma _{th}}{{\bar{\gamma }}}\right) ^{m_{cd}}+,..., \end{aligned} \end{aligned}$$
(A.3)

Thereafter, by substituting the first dominant term of each Taylor series expansion in (20), the asymptotic expression of OP can be obtained as shown in (21).

Appendix B

By substituting (18) into (29) and using expansion of incomplete gamma function (Gradshteyn et al. 2007, eq. (8.352.4)) as

\(\frac{\Gamma \left( m,m\gamma /{\bar{\gamma }}\right) }{\Gamma \left( m\right) } = \exp \left( -\frac{m\gamma }{{\bar{\gamma }}}\right) \sum _{k=0}^{m-1}\frac{\left( m\gamma /{\bar{\gamma }}\right) ^{k}}{k!}\), (29) can be rewritten as

$$\begin{aligned} \begin{aligned} {{\bar{P}}}_{b}&=\frac{q^{p}}{2\Gamma \left( p\right) }\int _{0}^{\infty }exp\left( -q\gamma \right) \gamma ^{p-1}\left. \Bigg [1- \exp \left( -\frac{m_{rd}\gamma }{{\bar{\gamma }}_{rd}}\right) \sum _{k=0}^{m_{rd}-1}\frac{1}{k!}\right. \left( \frac{m_{rd}\gamma }{{\bar{\gamma }}_{rd}}\right) ^{k} \\&\quad \times \exp \left( -\frac{m_{dr}\gamma }{{\bar{\gamma }}_{dr}}\right) \sum _{l=0}^{m_{dr}-1}\frac{1}{l!}\left( \frac{m_{dr}\gamma }{{\bar{\gamma }}_{dr}}\right) ^{l}\left. \Bigg \{\left( 1-\varpi _{1}\right) \right. \left. +\bigg (\varpi _{rs} \gamma ^{-\frac{1}{m_{rs}+3}} \bigg ) \right. - \left( 1-\varpi _{1}\right) \\&\quad \times \left. \Bigg ( \sum _{r=0}^{N}{N \atopwithdelims ()r}\left( -1\right) ^{r} \right. \left. \times \varpi _{1}^{N-r}\left( \varpi _{sr}\gamma ^{-\frac{1}{m_{sr}+3}}\right) ^{r}\Bigg )\right. - \varpi _{rs} \left. \times \Bigg (\sum _{r=0}^{N}{N \atopwithdelims ()r} \left( -1\right) ^{r} \right. \\&\quad \times \left. \varpi _{sr}^{r}\varpi _{1}^{N-r}\gamma ^{-\left( \frac{r}{m_{sr}+3}+\frac{1}{m_{rs}+3}\right) }\Bigg )\Bigg \} \Bigg ] d\gamma \right. \end{aligned} \end{aligned}$$
(B.1)

Following that, the final average BER is calculated in (30) using the fact that \(F_{S_{i}R}\left( \gamma \right)\) and \(F_{RS_{i}}\left( \gamma \right)\) are valid for \(\gamma \in \left\{ \gamma _{min},\gamma _{max}\right\}\) and Gradshteyn et al. (2007, eq. (8.350.2)).

Rights and permissions

Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Saxena, V.N., Gupta, J. & Dwivedi, V.K. Two-way mixed VLC/RF system in the presence of randomly positioned relay. Opt Quant Electron 54, 821 (2022). https://doi.org/10.1007/s11082-022-04167-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s11082-022-04167-9

Keywords

Navigation