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Butterworth Window for Power Spectral Density Estimation

机译:功率谱密度估计的Butterworth窗

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The power spectral density of a signal can be estimated most accurately by using a window with a narrow bandwidth and large sidelobe attenuation. Conventional windows generally control these characteristics by only one parameter, so there is a trade-off problem: if the bandwidth is reduced, the sidelobe attenuation is also reduced. To overcome this problem, we propose using a Butterworth window with two control parameters for power spectral density estimation and analyze its characteristics. Simulation results demonstrate that the sidelobe attenuation and the 3 dB bandwidth can be controlled independently. Thus, the trade-off problem between resolution and spectral leakage in the estimated power spectral density can be overcome.
机译:通过使用带宽窄,旁瓣衰减大的窗口,可以最准确地估算信号的功率谱密度。传统的窗口通常仅通过一个参数来控制这些特性,因此存在一个折衷的问题:如果带宽减小,旁瓣衰减也将减小。为了克服这个问题,我们建议使用具有两个控制参数的Butterworth窗口进行功率谱密度估计,并分析其特性。仿真结果表明,旁瓣衰减和3 dB带宽可以独立控制。因此,可以克服估计功率谱密度中的分辨率与谱泄漏之间的权衡问题。

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