概括
一个新的Pearson相关系数差异 (PCCD) 系统使用代变化模式分解 (IVMD) 和多重频率转移键调制 (MFSK) 有效地减少室内可见光通信 (IVLC) 的噪声. 这种方法显著改善了信号噪声比率,并降低了调制信号的比特误差率.
科学领域:
- 光学通信是指光学通信.
- 信号处理 信号处理
背景情况:
- 室内可见光通信 (IVLC) 系统面临着严重的噪音挑战.
- 现有的无效化方法,如变化模式分解 (VMD),在参数选择方面存在局限性.
研究的目的:
- 为IVLC提出一种新的排斥系统,即皮尔森相关系数差异 (PCCD),用于IVLC.
- 通过减少频率调制信号中的噪声干扰来提高信号质量.
主要方法:
- 拟议的方法结合了代变化模式分解 (IVMD) 和多重频率转换键调制 (MFSK).
- PCCD系统直接确定最佳的VMD模式,并解决VMD惩罚因子选择问题.
主要成果:
- 对2FSK信号平均提高15.5dB,对4FSK信号平均提高13dB的输出信号噪声比 (SNR).
- 2FSK信号的比特错误率 (BER) 降低了55.8%,4FSK信号的比特错误率降低了54.4%.
- 在1m IVLC实验中证明了有效的噪音抑制.
结论:
- IVMD-MFSK 消除噪音系统为IVLC的降噪提供了一个强大的解决方案.
- 该系统具有很高的适用性,可以对各种频率调制信号进行无声化.
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