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Damped CAPES 2D Spectral Estimation for Real-Valued Vibration Signals

机译:实值振动信号的阻尼CAPES 2D谱估计

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We propose a 2D representation in the frequency-decay factor plane of an arbitrary real-world vibration signal. The signal is expressed as the sum of a decayed-attenuation sine term modulated by an amplitude function and a noise residue. We extend the combined approach of Capon estimation and amplitude and phase estimation (CAPES) to damped real vibration signals (DR-CAPES). In the proposed DR-CAPES method, the high-resolution amplitude and phase are estimated simultaneously for both angular frequency and decay factor grids. The performance of the proposed approach is tested numerically with noisy vibration data. Results show that the DR-CAPES method has an excellent frequency resolution, which helps to overcome difficulties in spectrum estimation when vibration modes are very close, and a small bias, which makes it suitable for obtaining accurate amplitude spectrums. The results also indicate that the proposed method can accurately estimate the amplitude spectrum with the use of averaging and denoising processes.
机译:我们提出了在任意真实世界的振动信号的频率衰减因子平面中的二维表示。信号表示为由振幅函数调制的衰减衰减正弦项和噪声残留的总和。我们将Capon估计和幅度和相位估计(CAPES)的组合方法扩展到阻尼真实振动信号(DR-CAPES)。在提出的DR-CAPES方法中,同时为角频率和衰减因子网格估计了高分辨率振幅和相位。所提出的方法的性能通过有噪声的振动数据进行了数值测试。结果表明,DR-CAPES方法具有出色的频率分辨率,有助于克服振动模式非常接近时频谱估计的困难,并且偏差较小,这使其适合于获取准确的振幅频谱。结果还表明,所提出的方法可以使用平均和去噪过程准确估计振幅谱。

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