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首页> 外文期刊>IEICE Transactions on Communications >Search Control Algorithm Based on Random Step Size Hill-Climbing Method for Adaptive PMD Compensation
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Search Control Algorithm Based on Random Step Size Hill-Climbing Method for Adaptive PMD Compensation

机译:基于随机步长爬坡法的自适应PMD补偿搜索控制算法

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摘要

Adaptive polarization mode dispersion (PMD) compensation is required for the speed-up and advancement of the present optical communications. The combination of a tunable PMD compensator and its adaptive control method achieves adaptive PMD compensation, In this paper, we report an effective search control algorithm for the feedback control of the PMD compensator. The algorithm is based on the hill-climbing method. However, the step size changes randomly to prevent the convergence from being trapped at a local maximum or a fiat, unlike the conventional hill-climbing mehod The randomness depends on the Gaussian probability density functions. We conducted transmission simulations at 160Gb/s and the results show that the proposed method provides more optimal compensator control than the conventional hill-climbing method.
机译:为了加快和推进本光通信,需要自适应偏振模色散(PMD)补偿。可调PMD补偿器及其自适应控制方法的组合实现了自适应PMD补偿。在本文中,我们报告了一种有效的搜索控制算法,用于PMD补偿器的反馈控制。该算法基于爬山方法。但是,步长大小随机变化,以防止会聚陷入局部最大值或法线,这与常规的爬山方法不同。随机性取决于高斯概率密度函数。我们以160Gb / s的速度进行了传输仿真,结果表明,与传统的爬山方法相比,该方法可提供最佳的补偿器控制。

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