Peak-To-Average Power Ratio (PAPR) Reduction Using Discrete Invasive Weed Optimization (DIWO) in Coherent Detection Optical OFDM (CO-OFDM) Communication Systems
In this paper, a coherent detection optical OFDM (CO-OFDM) communication system is designed to provide 40 Gbps downstream signaling using Optisystem and MATLAB software. First, the classical Partial Transmission Sequence (PTS) technique is applied to the CO-OFDM system to reduce the Peak-to-Average...
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Veröffentlicht in: | Wireless personal communications 2024-11, Vol.139 (1), p.715-732 |
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Sprache: | eng |
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Zusammenfassung: | In this paper, a coherent detection optical OFDM (CO-OFDM) communication system is designed to provide 40 Gbps downstream signaling using Optisystem and MATLAB software. First, the classical Partial Transmission Sequence (PTS) technique is applied to the CO-OFDM system to reduce the Peak-to-Average Power Ratio (PAPR). Then, to further reduce the PAPR of the CO-OFDM signal, the PTS system is integrated with Discrete Invasive Weed Optimization (DIWO) to obtain optimized phase weighting factors, resulting in DIWO-PTS. The performance of DIWO-PTS is compared with that of Discrete Elephant Herding Optimization-PTS (DEHO-PTS) and Discrete Crow Search Algorithm-PTS (DCSA-PTS). Simulation results show that DIWO-PTS is the best technique in terms of BER performance and achieves minimum PAPR compared to DEHO-PTS and DCSA-PTS using the same number of searches. According to the simulation results, after applying DIWO-PTS to the CO-OFDM system, the PAPR at CCDF = 10
–3
is reduced from 10.42 dB to 5.85 dB, a reduction of 4.57 dB, whereas DCSA-PTS has a PAPR of 5.94 dB, a reduction of 4.48 dB, and DEHO-PTS has a PAPR of 6.03 dB, a reduction of 4.39 dB. |
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ISSN: | 0929-6212 1572-834X |
DOI: | 10.1007/s11277-024-11645-8 |