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Three layer hybrid PAPR reduction method for NOMA-based FBMC-VLC networks

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Abstract

Visible light communication (VLC) becomes an interesting technology for next-generation networks due to its wide license-free spectrum. However, the limited modulation bandwidth of the light sources remains a challenge for VLC networks. To address this issue, a new architecture that combines both non-orthogonal multiple access (NOMA) and filter bank multicarrier communication (FBMC) is suggested in this paper to improve spectrum efficiency in VLC networks. However, this enhancement comes with the drawback of a high peak-to-average power ratio (PAPR). Therefore, this paper also proposes a three-layer hybrid PAPR reduction method based on integrating amplitude clipping (AC) and selective mapping (SLM) techniques with Lifting Wavelet Transform (LWT). The proposed method improves both the bit error rate (BER) and PAPR performances of the NOMA based FBMC-VLC network. Applying the proposed PAPR reduction method to the NOMA-based FBMC-VLC architecture achieve a notable enhancement in throughput while simultaneously improving both PAPR and BER performances. The results demonstrate a notable increase in network throughput, with gains of 9 b/s/Hz and 2 b/s/Hz in comparison to conventional FBMC and the system outlined in Hesham and Ismail (Opt Quant Electron 54:201, 2022), respectively. Furthermore, both PAPR and BER performances exhibit satisfactory improvements of 7.75 dB and 10 dB, respectively, following the application of the proposed hybrid PAPR reduction method.

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References

  • Abdalla, H.F., Hassan, E.S., Dessouky, M.I., Elsafrawey, A.S.: Three-layer PAPR reduction technique for FBMC based VLC systems. IEEE Access 9, 102908–102916 (2021)

    Article  Google Scholar 

  • Albakri, A., Alqahtani, Y.M.: Internet of medical things with a blockchain-assisted smart healthcare system using metaheuristics with a deep learning model. Appl. Sci. 13(10), 6108 (2023). https://doi.org/10.3390/app13106108

    Article  Google Scholar 

  • Almohimmah, E.M., Alresheedi, M.T.: Error analysis of NOMA-based VLC systems with higher order modulation schemes. IEEE Access 8, 2792–2803 (2019)

    Article  Google Scholar 

  • Alrakah, H.T., Gutema, T.Z., Sinanovic, S., Popoola, W.O.: PAPR reduction in DCO-OFDM based WDM VLC. J. Lightwave Technol. 40(19), 6359–6365 (2022c). https://doi.org/10.1109/JLT.2022.3196505

    Article  Google Scholar 

  • Alrakah, H., Sinanovic, S., Popoola, W.O.: Pilot-assisted PAPR reduction in PAM-DMT based visible light communication systems. In: 2021 IEEE Latin-American Conference on Communications (LATINCOM), Santo Domingo, Dominican Republic, pp. 1–6 (2021). https://doi.org/10.1109/LATINCOM53176.2021.9647764

  • Alrakah, H.T., Gutema, T.Z., Sinanovic, S., Popoola, W.O.: PAPR reduction in PAM-DMT based WDM VLC. In: 2022 13th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP), Porto, Portugal, pp. 174–178 (2022). https://doi.org/10.1109/CSNDSP54353.2022.9907952

  • Alrakah, H., Gutema, T., Offiong, F., Popoola, W.: PAPR reduction in DCO-OFDM and PAM-DMT based VLC systems. In: 2022 Conference on Lasers and Electro-Optics (CLEO), San Jose, CA, USA, pp. 1–2 (2022)

  • Alshami, S.: Performance analysis of OFDMA, UFMC, and FBMC for optical wireless communication. In: 2021 1st International Conference on Emerging Smart Technologies and Applications (eSmarTA), Sana’a, Yemen, pp. 1–4 (2021). https://doi.org/10.1109/eSmarTA52612.2021.9515739

  • Assiri, B.A.: Modified and effective blockchain model for E-healthcare systems. Appl. Sci. 13(23), 12630 (2023). https://doi.org/10.3390/app132312630

    Article  Google Scholar 

  • Chen, C., Zhong, W.D., Yang, H., Du, P.: On the performance of MIMO-NOMA-based visible light communication systems. IEEE Photonics Technol. Lett. 30(4), 307–310 (2017)

    Article  ADS  Google Scholar 

  • Dixit, V., Kumar, A.: BER performance of MIMO based NOMA-VLC system with imperfect SIC. Trans. Emerg. Telecommun. Technol. 33(4), e4422 (2021a)

    Article  Google Scholar 

  • Dixit, V., Kumar, A.: An exact error analysis of multi-user RC/MRC based MIMO-NOMA-VLC system with imperfect SIC. IEEE Access 9, 136710–136720 (2021b)

    Article  Google Scholar 

  • Dixit, V., Kumar, A.: Exact BER analysis of NOMA-VLC system with imperfect SIC and CSI. AEU-Int. J. Electron. Commun. 138, 153864–153884 (2021c)

    Article  Google Scholar 

  • Farid, S.M., Saleh, M.Z., Elbadawy, H.M., et al.: ASCO-OFDM based VLC system throughput improvement using PAPR precoding reduction techniques. Opt. Quant. Electron. 55, 410 (2023). https://doi.org/10.1007/s11082-023-04651-w

    Article  Google Scholar 

  • Ghashim, I.A., Arshad, M.: Internet of things (IoT)-based teaching and learning: modern trends and open challenges. Sustainability 15(21), 15656 (2023). https://doi.org/10.3390/su152115656

    Article  Google Scholar 

  • Hesham, H., Ismail, T.: Hybrid NOMA-based ACO-FBMC/OQAM for next-generation indoor optical wireless communications using LiFi technology. Opt. Quant. Electron. 54, 201 (2022). https://doi.org/10.1007/s11082-022-03559-1

    Article  Google Scholar 

  • Jiang, R., Sun, C., Zhang, L., Tang, X., Wang, H., Zhang, A.: Deep learning aided signal detection for SPAD-based underwater optical wireless communications. IEEE Access 8, 20363–20374 (2020). https://doi.org/10.1109/ACCESS.2020.2967461

    Article  Google Scholar 

  • Jiang, R., Sun, C., Tang, X., Zhang, L., Wang, H., Zhang, A.: Joint user-subcarrier pairing and power allocation for uplink ACO-OFDM-NOMA underwater visible light communication systems. J. Lightwave Technol. 39(7), 1997–2007 (2021). https://doi.org/10.1109/JLT.2020.3045106

    Article  ADS  Google Scholar 

  • Kizilirmak, R.C., Rowell, C.R., Uysal, M.: Non-orthogonal multiple access (NOMA) for indoor visible light communications. In: 2015 4th International Workshop on Optical Wireless Communications (IWOW), pp. 98–101 (2015)

  • Krishnan, V.G., Deepa, J., Vishnupriya, G., Gowri, B.S., Raja, S.: Lifting wavelet transform based FBMC for visible light communication system. In: 2023 International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT), Bengaluru, India, pp. 595–599 (2023). https://doi.org/10.1109/IDCIoT56793.2023.10053421

  • Kumar, A.: A novel hybrid PAPR reduction technique for NOMA and FBMC system and its impact in power amplifiers. IETE J. Res. 68(3), 2005–2021 (2022)

    Article  ADS  MathSciNet  Google Scholar 

  • Miriyala, G., Mani, V.V.: Peak sample detection based PAPR reduction algorithm in optical-OFDM for VLC systems. In: 2021 24th International Symposium on Wireless Personal Multimedia Communications (WPMC), Okayama, Japan, pp. 1–6 (2021). https://doi.org/10.1109/WPMC52694.2021.9700470

  • Moreno, I., Sun, C.C.: Modeling the radiation pattern of LEDs. Opt. Express 16(3), 1808–1819 (2008)

    Article  ADS  Google Scholar 

  • Mounir, M., Youssef, M.I., Aboshosha, A.M.: Low-complexity selective mapping technique for PAPR reduction in downlink power domain OFDM-NOMA. EURASIP J. Adv. Signal Process. 2023, 10 (2023). https://doi.org/10.1186/s13634-022-00968-y

    Article  ADS  Google Scholar 

  • Salama, G.M., et al.: PAPR reduction technique for FBMC based visible light communication systems. IET Commun. 16, 1807–1814 (2022). https://doi.org/10.1049/cmu2.12430

    Article  Google Scholar 

  • Sharan, N., Ghorai, S.K., Kumar, A.: Peak-to-average power ratio (PAPR) reduction using combination of precoding and companding techniques for VLC OFDM systems. In: 2019 TEQIP III Sponsored International Conference on Microwave Integrated Circuits, Photonics and Wireless Networks (IMICPW), Tiruchirappalli, India, pp. 149–153 (2019). https://doi.org/10.1109/IMICPW.2019.8933194

  • Sharan, N., Ghorai, S.K., Kumar, A.: PAPR reduction using a Precoder and Compander combination in a NOMA-OFDM VLC system. In: 2022 2nd International Conference on Artificial Intelligence and Signal Processing (AISP), Vijayawada, India, pp. 1–4 (2022). https://doi.org/10.1109/AISP53593.2022.9760659

  • Shi, L., et al.: PAPR reduction based on deep autoencoder for VLC DCO-OFDM system. In: 2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), Jeju, Korea (South), pp. 1–4 (2019). https://doi.org/10.1109/BMSB47279.2019.8971873

  • Siddiqui, S.T., Ali Sohail, M.M., Aftab, A., Sarfaraz, M., Alam, M.I., Salim, A.: Enhancing efficiency and empowering institutions: leveraging wireless sensor devices, IoT edge computing, and fog computing in educational systems. In: 2023 7th International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS), Bangalore, India, pp. 1–7 (2023). https://doi.org/10.1109/CSITSS60515.2023.10334212

  • Song, J., Cao, T., Zhang, H.: A low complexity NOMA scheme in VLC systems using pulse modulations. In: 2020 29th Wireless and Optical Communications Conference (WOCC), pp. 1–6 (2020)

  • Sun, H., Xie, B., Hu, R.Q., Wu, G.: Non-orthogonal multiple access with SIC error propagation in downlink wireless MIMO networks. In: 2016 IEEE 84th Vehicular Technology Conference (VTC-Fall), vol. 9, pp. 1–5 (2016)

  • Tang, B., Qin, K., Mei, H.: A hybrid approach to reduce the PAPR of OFDM signals using clipping and companding. IEEE Access 8, 18984–18994 (2020). https://doi.org/10.1109/ACCESS.2020.2968560

    Article  Google Scholar 

  • Tek, Y.I., Tuna, E.B., Savascihabes, A., et al.: A new PAPR and BER enhancement technique based on lifting wavelet transform and selected mapping method for the next generation waveforms. AEU-Int. J. Electron. Commun. 138, 153871 (2021)

    Article  Google Scholar 

  • Wang, M., Jiang, Y., Zhu, X., Li, H., Wang, T.: Multi-layer superimposed PAPR reduction for ACO-OFDM VLC systems. In: ICC 2022-IEEE International Conference on Communications, Seoul, Republic of Korea, pp. 2429–2434 (2022). https://doi.org/10.1109/ICC45855.2022.9838940

  • Zhang, X., Gao, Q., Gong, C., Xu, Z.: User grouping and power allocation for NOMA visible light communication multi-cell networks. IEEE Commun. 21(4), 777–780 (2016)

    Article  Google Scholar 

Download references

Acknowledgements

The authors extend their appreciation to the Deputyship for Research & Innovation, Ministry of Education in Saudi Arabia for funding this research work through the project number ISP23-56.

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Correspondence to Emad S. Hassan.

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Hassan, E.S. Three layer hybrid PAPR reduction method for NOMA-based FBMC-VLC networks. Opt Quant Electron 56, 890 (2024). https://doi.org/10.1007/s11082-024-06724-w

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