Performance improvement of Intensity Modulation Direct Detection optical OFDM systems by optimizing SLM technique using Advanced Genetic Algorithm
DOI:
https://doi.org/10.14513/actatechjaur.00866Keywords:
IM/DD OFDM, PAPR, SLM, GA, PSD, PTS, BERAbstract
This paper presents an improvement in the performance of an intensity modulation direct detection OFDM (IM/DD-OFDM) optical communication system by providing a 40 Gbps downstream signal. The system was simulated over a distance of 30 km using Single Mode Fiber (SMF). An advanced Genetic Algorithm based on Selected Mapping (AGA-SLM) was proposed and utilized as a new technique for reducing the Peak to Average Power Ratio (PAPR). This technique successfully reduces the PAPR of the original Orthogonal Frequency Division Multiplexing (OFDM) signal by half, leading to a decrease in hardware implementation costs and complexity, thus creating a more cost-effective optical communication system. The proposed AGA-SLM method enhances the proposed optical OFDM system by enhancing the Bit Error Rate (BER), power spectral density (PSD) performance, power savings, and reducing computational complexity. The proposed method demonstrates better simulation results than the classical partial transmit sequence (PTS) technique.
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Z. Wu, W. Wang, X. Yi, F. Li, and Z. Li, Analysis of phase noise for DFT-spread OFDM systems in coherent optical communication, Optical Fiber Technology, 84 (2024), pp. 103745. https://doi.org/10.1016/j.yofte.2024.103745
M. Alhalabi and N. Taşpınar, Comparison of different modulation techniques for optical OFDM Intensity Modulation and Direct Detection IM/DD system, 2019 IEEE 7th Palestinian International Conference on Electrical and Computer Engineering (PICECE), Palestine. https://doi.org/10.1109/PICECE.2019.8747252
T. Mata, P. Boonsrimuang, and P. Boontra, A PAPR reduction scheme based on improved PTS with ABC algorithm for OFDM signal, 15th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, 2018. https://doi.org/10.1109/ECTICon.2018.8619887
G. Azarnia and A. Sharifi, Clipping-based PAPR reduction of optical OFDM signals using compressive sensing: Bayesian signal reconstruction approach, Optical Fiber Technology, 64 (2021), pp. 102527. https://doi.org/10.1016/j.yofte.2021.102527
V. Tran, Hybrid scheme using modified tone reservation and clipping-and-filtering methods for peak-to-average power ratio reduction of OFDM signals, Signal Processing, 158 (2019), pp.166–175. https://doi.org/10.1016/j.sigpro.2019.01.010
S. Singh and A. Kumar, Performance analysis of adaptive clipping technique for reduction of PAPR in Alamouti coded MIMO-OFDM systems, Procedia Computer Science, 93 (2016), pp. 609–616. https://doi.org/10.1016/j.procs.2016.07.246
R. Pareek et al., A novel peak-to-average power ratio reduction for 5G advanced waveforms, Computers, Materials and Continua, 73 (1) (2022),pp.1637–1648. https://doi.org/10.32604/cmc.2022.029563
S. Vangala and A. Sundru, Adaptive clipping active constellation extension for PAPR reduction of OFDM/OQAM system, Procedia Computer Science, 93 (2016), pp. 617–623. https://doi.org/10.1016/j.procs.2016.07.248
S. Elaage et al., PAPR reduction techniques optimization-based OFDM signal for wireless communication systems, Telematics and Informatics Reports, 14 (2024), pp. 100137. https://doi.org/10.1016/j.teler.2024.100137
A. Kumar et al., PAPR reduction using SLM-PTS-CT hybrid PAPR method for optical NOMA waveform, Heliyon, 9(10)(2023), pp. e20901. https://doi.org/10.1016/j.heliyon.2023.e20901.
J. Hmood and S. Harun, PAPR reduction in all-optical OFDM based on time interleaving odd and even subcarriers, Optics Communications, 437 (2019), pp. 237–245. https://doi.org/10.1016/j.optcom.2018.12.070
M. Jangalwa and V. Tokekar, Performance analysis of Selective Mapping and clipping based multicarrier-CDMA system with and without MIMO technique, AEU - International Journal of Electronics and Communications, 101 (2019), pp. 62–68. https://doi.org/10.1016/j.aeue.2019.01.028
Y. Tek et al., A new PAPR and BER enhancement technique based on lifting wavelet transform and selected mapping method for the next generation waveforms, AEU - International Journal of Electronics and Communications, 138 (2021), pp. 153871. https://doi.org/10.1016/j.aeue.2021.153871.
M. Alhalabi, N. Taşpınar and F.I. El-Nahal, Bidirectional intensity modulated/direct detection optical OFDM WDM-PON system. Optoelectronics Letters, 19 (2023), pp. 83–87. https://doi.org/10.1007/s11801-023-2126-x
Y. Zhang, K. Liu, and Y. Liu, A novel PAPR reduction algorithm based on SLM technique in UFMC systems, 2018 IEEE/CIC International Conference on Communications in China (ICCC Workshops). https://doi.org/10.1109/ICCChinaW.2018.8674491
D. Yang et al., In situ capture of spatter signature of SLM process using maximum entropy double threshold image processing method based on genetic algorithm, Optics & Laser Technology, 131 (2020), pp. 106371. https://doi.org/10.1016/j.optlastec.2020.106371
I. Sohn, New SLM scheme to reduce the PAPR of OFDM signals using a genetic algorithm, ICT Express, 2 (2) (2016), pp. 63–67. https://doi.org/10.1016/j.icte.2016.05.002.
S. S. P. Kumar, C. A. Kumar, and R. J. Rose, An efficient SLM technique based on chaotic biogeography-based optimization algorithm for PAPR reduction in GFDM waveform, Automatika, 64 (1) (2022), pp. 93–103. https://doi.org/10.1080/00051144.2022.2106532
N. Bahra and G. A. Hodtani, Using a novel phase sequence, a modified SLM technique for PAPR reduction in OFDM systems, International Journal of Electronics Letters, 6(1)(2017), pp. 90–97. https://doi.org/10.1080/21681724.2017.1296589
P. Gupta, H. P. Thethi, and A. Tomer, An efficient and improved PTS algorithm for PAPR reduction in OFDM system, International Journal of Electronics, 109(7)(2021), pp. 1252–1277. https://doi.org/10.1080/00207217.2021.1966671
C. Pradabpet et al., New PAPR reduction in OFDM systems by hybrid algorithm of PTS and APPR methods, International Journal of Computers and Applications, 31(2)(2009), pp. 119–127. https://doi.org/10.1080/1206212X.2009.11441932
N. Taşpınar and M. Alhalabi, Performance investigation of long-haul high data rate optical OFDM IM/DD system with different QAM modulations, Journal of Electrical Engineering, 72(3)(2021), pp. 192–197. https://doi.org/10.2478/jee-2021-0026
N. Taşpınar, M. Alhalabi, Peak-To-Average Power Ratio (PAPR) Reduction Using Discrete Invasive Weed Optimization (DIWO) in Coherent Detection Optical OFDM (CO-OFDM) Communication Systems. Wireless Personal Communications, 139 (2024), pp. 715–732. https://doi.org/10.1007/s11277-024-11645-8
M. Alhalabi, N. Taşpınar and M. Wadi, , PAPR Reduction Using Discrete Forest Optimization Algorithm Based on SLM Technique in Intensity Modulated Direct Detection Optical OFDM Communication Systems. International Journal Communication Systems, 38 (2025): e70126. https://doi.org/10.1002/dac.70126
J. Tao and Z. Guangxi, Nonlinear companding transform for reducing peak-to-average power ratio of OFDM signals, IEEE Transactions on Broadcasting, 50(3)(2004), pp. 342–346. https://doi.org/10.1109/TBC.2004.834030
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