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Damping identification using synchrosqueezed wavelet transform

机译:使用SynchroSqueezed小波变换阻尼识别

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Synchrosqueezing is a procedure for improving the frequency localization of a continuous wavelet transform (CWT). This research focuses on using a synchrosqueezed wavelet transform (SWT) to determine the damping ratios of a vibrating system using a free-response signal. While synchrosqueezing is advantageous due to its localization in the frequency domain, damping identification with the SWT is not sufficiently accurate. Although the SWT builds on an existing CWT, which is renowned for its robustness even in case of very noisy signals, the SWT performs notably worse when noise is embedded in signal. This work focuses on describing the origin of SWTs worse performance in case of noisy signals. It demonstrates that the uncertainty arises with computation of preliminary frequencies and it is exposed as a result of the reallocation criteria in SWT. To improve the SWT, a modified synchrosqueezing criterion, the average SWT, is introduced and tested against the noise in the signals.
机译:SynchroSqueezing是一种改进连续小波变换(CWT)频率定位的过程。本研究侧重于使用同步响应小波变换(SWT)来确定使用自由响应信号的振动系统的阻尼比。虽然SynchroSqueezing由于其定位在频域中,但随着SWT的阻尼识别是不够准确的。虽然SWT在现有的CWT上构建,但即使在非常嘈杂的信号的情况下,对于其稳健性而闻名,SWT在信号中嵌入噪声时,SWT非常差。这项工作侧重于描述SWTS的起源在嘈杂的信号情况下表现较差的性能。它表明,不确定度出现在初步频率的计算中,并且由于SWT中的重新分配标准而暴露。为了改善SWT,将改进的Synchroosquezing标准,平均SWT引入并测试信号中的噪声。

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