Increasing the power and spectral efficiencies of an OFDM-based VLC system through multi-objective optimization.

IF 1.4 3区 物理与天体物理 Q3 OPTICS Journal of The Optical Society of America A-optics Image Science and Vision Pub Date : 2023-06-01 DOI:10.1364/JOSAA.482525
Wesley Costa, Higor Camporez, Maria Pontes, Marcelo Segatto, Helder Rocha, Jair Silva, Malte Hinrichs, Anagnostis Paraskevopoulos, Volker Jungnickel, Ronald Freund
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Abstract

The nonlinearity induced by light-emitting diodes in visible light communication (VLC) systems presents a challenge to the parametrization of orthogonal frequency division multiplexing (OFDM). The goal of the multi-objective optimization problem presented in this study is to maximize the transmitted power (superimposed LED bias-current and signal amplification) for both conventional and constant envelope (CE) OFDM while also maximizing spectral efficiency. The bit error rate (BER) metric is used to evaluate the optimization using the non-dominated sorting genetic algorithm II. Simulation results show that for a BER of 1×10-3, the signal-to-noise ratio (SNR) required decreases with the guard band due to intermodulation distortions. In contrast to SNR values of approximately 13 and 25 dB achieved by traditional OFDM-based systems, the VLC system with CE signals achieves a guard band of 6% of the signal bandwidth with required SNR values of approximately 10.8 and 24 dB for 4-quadrature amplitude modulation (QAM) and 16-QAM modulation orders, respectively.

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通过多目标优化提高基于ofdm的VLC系统的功率和频谱效率。
可见光通信(VLC)系统中发光二极管引起的非线性对正交频分复用(OFDM)的参数化提出了挑战。本研究中提出的多目标优化问题的目标是最大化传统和恒定包络(CE) OFDM的发射功率(叠加LED偏置电流和信号放大),同时最大化频谱效率。采用非支配排序遗传算法II,以误码率(BER)度量来评价优化效果。仿真结果表明,当误码率为1×10-3时,由于互调失真,所需信噪比随保护带的增大而减小。与传统基于ofdm的系统实现的约13和25 dB的信噪比相比,带有CE信号的VLC系统实现了信号带宽6%的保护带,4正交调幅(QAM)和16正交调幅(QAM)调制顺序所需的信噪比分别约为10.8和24 dB。
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来源期刊
CiteScore
3.40
自引率
10.50%
发文量
417
审稿时长
3 months
期刊介绍: The Journal of the Optical Society of America A (JOSA A) is devoted to developments in any field of classical optics, image science, and vision. JOSA A includes original peer-reviewed papers on such topics as: * Atmospheric optics * Clinical vision * Coherence and Statistical Optics * Color * Diffraction and gratings * Image processing * Machine vision * Physiological optics * Polarization * Scattering * Signal processing * Thin films * Visual optics Also: j opt soc am a.
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