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Phase Registration of a Single Quasi-Periodic Signal Using Self Dynamic Time Warping

机译:使用自动态时间规整的单个准周期信号的相位配准

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This paper proposes a method for phase registration of a single non-parametric quasi-periodic signal. After a short-term period has been detected for each sample by normalized autocorrelation, Self Dynamic Time Warping (Self DTW) between a quasi-periodic signal and that with multiple-period shifts is applied to obtain corresponding samples of the same phase. A phase sequence is finally estimated by the optimization framework including the data term derived from the correspondences, the regularization term derived from short-term periods, and a monotonic increasing constraint of the phase. Experiments on quasi-periodic signals from both simulated and real data show the effectiveness of the proposed method.
机译:本文提出了一种对单个非参数准周期信号进行相位配准的方法。在通过归一化自相关为每个样本检测到短期周期之后,将准周期信号与具有多个周期移位的信号之间的自动态时间规整(Self DTW)应用于获得相同相位的相应样本。最后,由优化框架估计相序,包括从对应关系得出的数据项,从短期周期得到的正则项以及该相的单调递增约束。来自模拟和真实数据的准周期信号实验证明了该方法的有效性。

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