基于改进类prony方法的失真指数信号分析

D. L. Carní, G. Fedele, D. Grimaldi, F. Lamonaca
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引用次数: 1

摘要

失真指数信号可以用不同幅度和时间常数的指数分量进行分解。在用多指数函数对该信号建模的假设下,提出了提取畸变参数的不同算法。本文提出了一种分析受量化噪声、偏置和其他不能用多指数函数建模的非理想影响的实指数信号的算法。基于该算法克服了现有算法的局限性,指出了失真指数信号分析器的存在。它不受失真特性的限制,也不需要先验知识。进行了数值和实验测试,以评估所提出的分析仪的正确性和准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Distorted exponential signal analyser based on modified prony-like method
The distorted exponential signal can be decomposed on exponential components with different amplitudes and time constants. Under the hypothesis to model this signal by multi exponential function, different algorithms were pointed out to extract the distortion parameters. In the paper is proposed an algorithm that takes into analysis real exponential signal affected by quantization noise, offset and other non-idealities that cannot be modelled by multi-exponential function. Based on the feature of this algorithm that overcomes the limits of that proposed in literature, the distorted exponential signal analyser is pointed out. It works without constrains on the distortion characteristics and without a priori knowledge. Numerical and experimental tests are performed to assess the correctness and the accuracy of the proposed analyser.
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