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PAPR Minimization of FBMC/OQAM Scheme by Hybrid SLM and PTS Using Artificial: Bee-Colony Phase—Optimization

  • Research Article-Electrical Engineering
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Abstract

FBMC/OQAM (Filter-bank-multicarrier) scheme is one of the promising multicarrier modulation techniques of the 5G transmission system. Despite, many advantages of the FBMC/OQAM system compared to the OFDM system (orthogonal-frequency-division-multiplexing) it experiences some drawbacks also among which high peak-to-average-power-ratio (PAPR) is one of the prime disadvantages. In the FBMC system, the subcarriers are filtered in groups and because of the overlapping nature of the signal, conventional PAPR minimization techniques cannot work effectively. The efficiency of the FBMC/OQAM scheme also decreases because of high peak power. In this proposed technique, we elucidate the drawback of high PAPR by reducing it for every overlapping information symbol with the lower amalgamation of optimum phase factors by applying the Artificial Bee Colony (ABC) process. The proposed hybrid SLM-PTS (Selective level mapping—partial transmit sequence) with ABC phase optimization technique can significantly minimize the PAPR with a lower computational complexity which can be proved from the simulation outcomes. From simulation outcomes, it is revealed that the proposed technique provides improved PAPR performance besides at CCDF PAPR is minimized to 1.8 dB evaluated to the traditional PTS scheme. The proposed technique also gives the least computational complexity as compared to the traditional PTS technique which is 0.66% and 4.24% for “R” patterns of phase factors 50 and 350 correspondingly.

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References

  1. Jirajaracheep, P.; Mata, T.; Boonsrimuang, P.: PAPR reduction in FBMC-OQAM systems using trellis-based D-SLM with ABC algorithm. In: 2020 17th international conference on electrical engineering/electronics, computer, telecommunication and information technology (ECTI-CON), IEEE. pp 506–509 (2020)

  2. Lv, S.; Zhao, J.; Yang, L.; et al.: Genetic algorithm based Bilayer PTS scheme for peal-to -average power ratio reduction of FBMC/OQAM Signal. IEEE Access (2020). https://doi.org/10.1109/ACCESS.2020.2967846

    Article  Google Scholar 

  3. Merah, H.; Merrad, Y.; Habaebi, M.H.; et al.: A noval PTS based PAPR reduction scheme for FBMC-OQAM system without extra bits transmission of SI. Int. J. Electron. (2020). https://doi.org/10.1080/00207217.2020.1818847

    Article  Google Scholar 

  4. Cheng, X.; Liu, D.; Shi, W.; et al.: A noval conversion vector-based low-complexity SLM scheme for PAPR reduction in FBMC/OQAM systems. IEEE Trans. Broadcast. (2020). https://doi.org/10.1109/TBC.2020.2977548

    Article  Google Scholar 

  5. Li, X.; Wang, D.; Li, Z.; et al..: A hybrid TSLM and a-law companding scheme for PAPR reduction in FBMC-OQAM systems. In: 2020 International Wireless Communication and Mobile Computing (IWCMC) (2020). https://doi.org/10.1109/IWCMC48107.2020.9148283

  6. Hwang, T.; Yang, C.; Wu, G.; et al.: OFDM and its wireless applications: a survey. IEEE Trans. Veh. Technol. 58(4), 1673–1694 (2009)

    Article  Google Scholar 

  7. Aggarwal, P.; Bohara, V.A.: A nonlinear downlink multiuser MIMO-OFDM systems. IEEE Wirel. Commun. Lett. 6(3), 414–417 (2017)

    Article  Google Scholar 

  8. Wei and, H.Q.; Schmeink, A.: Comparison and evaluation between FBMC and OFDM systems. In: Proc. of International ITG Workshop on Smart Antennas, pp.1–7 (2015)

  9. Banelli, P.; Buzzi, S.; Colavolpe, G.; et al.: Modulation formats and waveforms for 5G networks: Who will be the heir of OFDM?: An overview of alternative modulation schemes for improved spectral efficiency. IEEE Signal Process. Mag. 31(26), 80–93 (2014)

    Article  Google Scholar 

  10. Lua, F.L.; Charlie, Z.: Signal processing for 5G algorithms and implementations. Wiley IEEE Press, Hoboken (2016)

    Book  Google Scholar 

  11. Sofi, I.B.; Gupta, A.A.: Survey on energy efficient 5G green network with a planned multi-tier architecture. J. Netw. Comput. Appl 118, 1–28 (2018)

    Article  Google Scholar 

  12. Ahmed, M.; Boussakta, S.; AlDweik, A.; et al.: Efficient design of selective mapping and partial transmit sequence using T-OFDM. IEEE Trans. Veh. Technol. 69(3), 2636–2648 (2020). https://doi.org/10.1109/TVT.2019.2928361

    Article  Google Scholar 

  13. Al-Dweik, E.; Hazmi, A.; Tsimenidis, C.; et al.: Efficient BER reduction technique for non-linear OFDM transmission using distortion prediction. IEEE Trans. Veh. Technol. 61(n0), 5 (2012). https://doi.org/10.1109/TVT.2012.2190950

    Article  Google Scholar 

  14. Al-Dalakta, E.; Al-Dweik, A.; Hazmi, A.; et al.: PAPR reduction scheme using maximum cross. Correlation Lett IEEE Commun (2012). https://doi.org/10.1109/LCOMM.2012.101712.122151

    Article  Google Scholar 

  15. Kassam, J.; Miri, M.; Magueta, R.; et al.: Two-step multiuser equalization for hybrid mmWave massive MIMO GFDM systems. Electron. MDPI (2020). https://doi.org/10.3390/Electronics9081220

    Article  Google Scholar 

  16. Laabidi, M.; Zayani, R.; Bouallegue, R.: A novel multi-block selective mapping scheme for PAPR reduction in FBMC/OQAM systems. In: Proceedings of the 2015 World Congress on Information Technology and Computer Applications, Hammamet, Tunisia, pp. 1–5 (2015)

  17. Krishna, S. S.; Hmaied, H.; Roviras, D.: Reducing the PAPR in FBMC-OQAM systems with low-latency trellis-based SLM technique. EURASIP J. Adv. Signal. Process; 1(132) (2016)

  18. Panya, J.; Sunisa, S.; Pornpawit, B. et al.: PAPR reduction in FBMC-OQAM signals with half complexity of trellis-based SLM. In: Proceedings of the 20th International Conference on Advanced Communications Technology, Chuncheon, Korea, pp. 1–5 (2018)

  19. Hasan, A.; Zeeshan, M.; Mumtaz, M. A. et al.: PAPR reduction of FBMC-OQAM using A-law and Mu-law companding. In: Proc. of 2018 ELEKTRO, 21–23 May 2018, Mikulov, Czech Republic (IEEE, 2018), pp. 1–4. https://doi.org/10.1109/elektro.2018.8398246

  20. Na, D.; Choi, K.: Low PAPR FBMC. IEEE Trans. Wirel. Commun. 17(1), 182 (2018). https://doi.org/10.1109/twc.2017.2764028

    Article  Google Scholar 

  21. Shixian, L.; Daiming, Q.; Yejun, H.: Sliding window tone reservation technique for the peak-to-average power ratio reduction of FBMC-OQAM signals. IEEE Wireless Commun. Lett. 1(4), 268 (2012). https://doi.org/10.1109/wcl.2012.062512.120360

    Article  Google Scholar 

  22. Kumar, V. S.; Anuradha, S.: Notice of removal: sliding window tone reservation using smart gradient projection method for PAPR reduction of FBMC signals. In: Proc. of int. conf. elect.; electron, signals, commun. optim, 24–25 Jan. 2015, Visakhapatnam, India (IEEE, 2015), pp. 494–499. https://doi.org/10.1109/eesco.2015.7253695.

  23. Ye, C.; Li, Z.; Jiang, T.; et al.: PAPR reduction of OQAM-OFDM signals using segmental PTS scheme with low complexity. IEEE Trans. Broadcast. 60(1), 142 (2014). https://doi.org/10.1109/tbc.2013.2282732

    Article  Google Scholar 

  24. Jiang, T.; Ni, C.; Ye, C.; et al.: A novel multi-block tone reservation scheme for PAPR reduction in OQAM-OFDM systems. IEEE Trans. Broadcast. 61, 717–723 (2015)

    Article  Google Scholar 

  25. Vangala, S.; Anuradha, S.: Hybrid PAPR reduction scheme with selective mapping and tone reservation for FBMC/OQAM. In: Proceedings of the 3rd International Conference on Signal Processing, Communication and Networking, pp. 1–5 (2015)

  26. Gopal, R.; Patra, S. K.: Combining tone injection and companding techniques for PAPR reduction of FBMC-OQAM System. In: Proceedings of the 2015 Global Conference on Communication Technologies, Thuckalay, pp. 709–713 (2015)

  27. Kumar, A.: PAPR reduction of FBMC using hybrid and k-hybrid techniques. Radio Electron. Commun. Syst. 62(10), 501–509 (2019)

    Article  Google Scholar 

  28. Wang, H.; Wang, X. P.; Xu, L. W.; et al.: Hybrid PAPR reduction scheme for FBMC/OQAM systems based on multi data block PTS and TR methods. IEEE Access, pp. 4761–4768 (2014)

  29. Srivastava, M.K.; Shukla, M.K.; Srivastava, N.; et al.: A hybrid scheme for low PAPR in filter bank multi-carrier modulation. Wirel. Pers. Commun. (2020). https://doi.org/10.1007/sii277-020-07265-7

    Article  Google Scholar 

  30. Al, Y.A.; Jawhar, K.N.; Ramli, M.A.; Taher, , et al.: Improving PAPR performance of filtered OFDM for 5G communication using PTS. ETRI J (2020). https://doi.org/10.4218/etrij.2019-0358

    Article  Google Scholar 

  31. Leonard, J.C.; Nelson, R.S.: Peak-to-average power ratio reduction of an OFDM signal using partial transmit sequences. IEEE Commun. Lett. 4(3), 86–88 (2000)

    Article  Google Scholar 

  32. Pantiko, P.; Mata, T.; Boonsrimuang, P.; Kobayashi, H.: A low complexity improved-PTS phase coefficient searching algorithm for OFDM system. In: Proc. of International Conf. on Electrical Engineering/Electronics, Computer, Telecommunications, and Information Technology, pp. 365–368 (2011)

  33. Yanjun, W.; Wen, C.; Chintha, T.: A PAPR reduction method based on artificial bee colony algorithm for OFDM Signals. IEEE Trans. Wireless Commun. 9(10), 2994–2999 (2010)

    Article  Google Scholar 

  34. Honggui, D.; Shuang, R.; Yan, L.; et al.: Modified PTS-based PAPR Reduction for FBMC/OQAM Systems. J. Phys. Conf. Ser. 910(1), 1–8 (2017)

    Google Scholar 

  35. Deng, H.; Ren, S.; Liu, Y.; et al.: Modified PTS-based PAPR reduction for FBMC-OQAM systems. J. Phys. Conf. Ser. (2017). https://doi.org/10.1088/1742-6596/910/1/012057

    Article  Google Scholar 

  36. Hasan, A.; Zeeshan, M. Mumtaz, M. A.; et al.: PAPR Reduction of FBMC-OQAM using A-Law and Mu-Law companding. In: 2018 ELEKTRO, Mikulov (2018). https://doi.org/10.1109/elektro.2018.8398246.

  37. Shi, N.; Shouming, W.: A partial transmit sequence-based approach for the reduction of peak-to-average power ratio in FBMC systems. In: Proc. of Wireless and Optical Communication Conf.; pp. 1–3 (2016)

  38. der. Neut, N. V.; Mahraj, B. TJ.; de. Lange, F.; et al.: PAPR reduction in FBMC using ACE-based linear programming optimization. EURASIP J. Adv. Signal Process, 172 (2014)

  39. Sidiq, S.; Mustafa, F.; Sheikh, J. et al.: FBMC and UFMC the modulation techniques for 5G. In: 2019 International Conference on Power Electronics, Control And automation (ICPECA), Delhi, IEEE (2020). https://doi.org/10.1109/ICPECA47973.2019.8975581

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Authors and Affiliations

  1. Post Graduate Department of Electronics and Instrumentation Technology, University of Kashmir, Srinagar Kashmir, India

    Sumina Sidiq, Javaid Ahmad Sheikh, Farhana Mustafa, Bilal Ahmad Malik & Ishfaq Bashir Sofi

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  1. Sumina Sidiq
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  2. Javaid Ahmad Sheikh
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  3. Farhana Mustafa
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  4. Bilal Ahmad Malik
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  5. Ishfaq Bashir Sofi
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Correspondence to Javaid Ahmad Sheikh.

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Sidiq, S., Sheikh, J.A., Mustafa, F. et al. PAPR Minimization of FBMC/OQAM Scheme by Hybrid SLM and PTS Using Artificial: Bee-Colony Phase—Optimization. Arab J Sci Eng 46, 9925–9934 (2021). https://doi.org/10.1007/s13369-021-05625-4

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