基于SLM技术的离散森林优化算法在强度调制直接检测光OFDM通信系统中的PAPR降低

IF 1.7 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Mahmoud Alhalabi, Necmi Taşpınar, Mohammed Wadi
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引用次数: 0

摘要

在强度调制直接检测光正交频分复用(IM/DD-OOFDM)通信系统中,降低峰值平均功率比(PAPR)是提高系统性能的关键。为了降低高PAPR,在IM/DD-OFDM系统中,将离散森林优化算法(DFOA)与经典的选择映射(SLM)方法相结合。该方法成功地优化了相位因子的取值,减少了搜索次数,降低了计算复杂度。为了评估DFOA-SLM方法对降低PAPR的影响,在IM/DD光OFDM系统中,DFOA-SLM方法的参数对降低PAPR起着至关重要的作用。与其他PAPR降低方法相比,DFOA-SLM方法具有更好的误码率(BER)性能、功率谱密度(PSD)性能和节能性能。数值结果表明,本文提出的PAPR降低方法在处理OFDM光信号方面优于现有的其他方法。具体来说,通过在IM/DD光OFDM通信系统中实现该技术,我们实现了在互补累积分布函数(CCDF)为10−3时,PAPR从10.68降低到4.88 dB,从而降低了5.8 dB。此外,当搜索数设置为512时,DFOA-SLM方法的计算复杂度比经典SLM方法提高了73.63%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
PAPR Reduction Using Discrete Forest Optimization Algorithm Based on SLM Technique in Intensity Modulated Direct Detection Optical OFDM Communication Systems

In intensity-modulated direct detection optical orthogonal frequency division multiplexing (IM/DD-OOFDM) communication systems, a lower peak-to-average power ratio (PAPR) is essential for improving system performance. In order to reduce the high PAPR, a discrete forest optimization algorithm (DFOA) is integrated with the classical selective mapping (SLM) method in IM/DD-OFDM system. This approach successfully optimizes the values of phase factors, minimizes the search numbers, and reduces computational complexity. To evaluate the impact of the DFOA-SLM method on PAPR reduction, the parameters of the DFOA-SLM method play a crucial role in decreasing the PAPR in an IM/DD optical OFDM system. The DFOA-SLM method demonstrates improved bit error rate (BER) performance, power spectral density (PSD), and power saving performance compared with other PAPR reduction methods. Numerical results indicate that the proposed PAPR reduction method outperforms existing other methods for optical OFDM signals. Specifically, by implementing this technique in the IM/DD optical OFDM communication system, we achieved a decrease in PAPR from 10.68 to 4.88 dB at a complementary cumulative distribution function (CCDF) of 10−3, resulting in a reduction of 5.8 dB. Additionally, the computational complexity of the DFOA-SLM method shows a 73.63% improvement over the classical SLM method when the search number is set to 512.

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来源期刊
CiteScore
5.90
自引率
9.50%
发文量
323
审稿时长
7.9 months
期刊介绍: The International Journal of Communication Systems provides a forum for R&D, open to researchers from all types of institutions and organisations worldwide, aimed at the increasingly important area of communication technology. The Journal''s emphasis is particularly on the issues impacting behaviour at the system, service and management levels. Published twelve times a year, it provides coverage of advances that have a significant potential to impact the immense technical and commercial opportunities in the communications sector. The International Journal of Communication Systems strives to select a balance of contributions that promotes technical innovation allied to practical relevance across the range of system types and issues. The Journal addresses both public communication systems (Telecommunication, mobile, Internet, and Cable TV) and private systems (Intranets, enterprise networks, LANs, MANs, WANs). The following key areas and issues are regularly covered: -Transmission/Switching/Distribution technologies (ATM, SDH, TCP/IP, routers, DSL, cable modems, VoD, VoIP, WDM, etc.) -System control, network/service management -Network and Internet protocols and standards -Client-server, distributed and Web-based communication systems -Broadband and multimedia systems and applications, with a focus on increased service variety and interactivity -Trials of advanced systems and services; their implementation and evaluation -Novel concepts and improvements in technique; their theoretical basis and performance analysis using measurement/testing, modelling and simulation -Performance evaluation issues and methods.
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