存在低频和高频频谱分量的波形失真的精确和快速并行评估

G. Carpinelli, P. Varilone, T. Sikorski, J. Rezmer, P. Kostyła, A. Bracale
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引用次数: 0

摘要

由于同时存在低频和高频谐波以及间谐波(高达150khz),波形失真评估需要大量的研究工作。在本文中,一种新的多方法方法可以准确和快速地分析这种波形。该方法很好地综合了离散小波变换、滑动窗口修正ESPRIT方法和滑动窗口离散傅立叶变换等几种基本方法的性能,滑动窗口离散傅立叶变换利用Prony方法或粒子群算法精确计算了努特尔窗口的长度。努努尔窗长度的精确计算保证了高频频谱分量评估的良好性能,同时并行计算低频和高频谐波/间谐波可以减少计算量。在合成波形和测量波形上的数值应用表明,在所研究的案例中,所提出的方法提高了最近相关文献中提出的高性能方法的性能。
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Accurate and Fast Parallelized Assessment of Waveform Distortions in Presence of Low and High frequency Spectral Components
The waveforms distortion assessment nowadays requires great research efforts due to the contemporaneous presence of low- and high-frequency harmonics and interharmonics (up to 150 kHz). In this paper, a new multi-method approach allowed accurate and fast analysis of such waveforms. The method profitably integrates the performances of some basic methods: the Discrete Wavelet Transform, the sliding-window modified ESPRIT method, and the sliding-window Discrete Fourier Transform which uses a Nuttal window whose length is accurately calculated thanks to the application of the Prony method or the Particle Swarm Optimization. The accurate calculation of Nuttal window length guarantees a good performance in the high-frequency spectral components assessment while reduced computational efforts are obtained parallelizing the calculation of low- and high-frequency harmonics/interharmonics. Numerical applications on synthetic and measured waveforms demonstrate that the proposed method improves the performances of high-performing methods proposed in the recent relevant literature, in the examined cases.
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