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Adaptive Polarization Mode Dispersion Compensation with DPSO Algorithm

机译:具有DPSO算法的自适应偏振模式色散补偿

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Dithering particle swarm optimization (DPSO) algorithm is introduced into adaptive polarization mode dispersion (PMD) compensation in optical communication system. The DPSO algorithm has the merits of rapid convergence to the global optimum, without being trapped in local sub-optima, and good robustness to noise. How to implement DPSO as a component of a control algorithm in adaptive polarization mode dispersion compensation is described. Performance comparisons between PSO and DPSO were carried out theoretically and experimentally.
机译:抖动粒子群优化(DPSO)算法被引入到光通信系统中的自适应偏振模式色散(PMD)补偿中。 DPSO算法具有快速收敛到全局最优的优点,而不被捕获在本地子项目中,以及对噪音的良好稳健性。 描述如何实现DPSO作为自适应偏振模式色散补偿中的控制算法的组件。 理论和实验,PSO和DPSO之间的性能比较。

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