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基于时频三参数小波变换的频率衰减梯度分析

Keywords: 时频分析,频率衰减梯度,三参数小波变换,非线性曲线拟合,短时傅里叶变换

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Abstract:

?为了有效提高常规频率衰减梯度分析法中高频振幅谱的计算精度,提出一种基于时频三参数小波变换的频率衰减梯度分析法.该方法首先利用时频三参数小波变换计算目标信号的时间—频率域振幅谱,再采用非线性曲线拟合法计算高频段振幅谱的频率衰减系数.理论信号分析表明采用时频三参数小波变换的时频分析法提高了短时傅里叶变换的时频分辨率,并克服了常规三参数小波变换出现的能量交叠而引起的高频信号能量衰减假象.实际资料的计算结果表明,本文方法比常规方法具有更高的计算精度和测试吻合率.

References

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