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A modified fourth-order time-frequency distribution with complex-lag argument and its counterpart L-form

机译:具有复滞后变元的修正四阶时频分布及其对应的L型

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The 4th-order cross-term reduced time-frequency distribution with complex-lag argument (CTD) is analyzed and its frequency scale problem is pointed out. The conventional solutions to the problem are oversampling the signal or applying interpolation to the signal after it has been sampled, as they have been done in Wigner-Ville distribution (WVD). However, oversampling or interpolation results in excessive calculation amount. Therefore, a modified version of 4th-order cross-term reduced CTD (MCTD4) is proposed in this paper. The modifications include compressing the core function of CTD and making a periodic extension of the result. Because MCTD4 doesn't have the frequency scale problem, oversampling or interpolation is not necessary. The counterpart L-form of MCTD4 is also included. It increases the time-frequency resolution of MCTD4. Effectiveness of the method is illustrated by examples.
机译:分析了带有复滞后变元(CTD)的四阶交叉项减时频分布,指出了其频标问题。该问题的常规解决方案是对信号进行过采样或在对信号进行采样后对其进行插值,就像在Wigner-Ville分布(WVD)中所做的那样。但是,过采样或内插会导致计算量过大。因此,本文提出了四阶交叉项简化CTD(MCTD4)的改进版本。修改包括压缩CTD的核心功能并定期扩展结果。由于MCTD4不存在频率标度问题,因此不需要过采样或内插。 MCTD4的对应L形式也包括在内。它提高了MCTD4的时频分辨率。实例说明了该方法的有效性。

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