Caputo-Based Fractional Derivative in Fractional Fourier Transform Domain

分数阶傅立叶变换 分数阶微积分 数学 傅里叶变换 滤波器(信号处理) 频域 数学分析 啁啾声 算法 应用数学 傅里叶分析 计算机科学 物理 计算机视觉 光学 激光器
作者
Kulbir Singh,Rajiv Saxena,Sanjay Kumar
出处
期刊:IEEE Journal on Emerging and Selected Topics in Circuits and Systems [Institute of Electrical and Electronics Engineers]
卷期号:3 (3): 330-337 被引量:45
标识
DOI:10.1109/jetcas.2013.2272837
摘要

This paper proposes a novel closed-form analytical expression of the fractional derivative of a signal in the Fourier transform (FT) and the fractional Fourier transform (FrFT) domain by utilizing the fundamental principles of the fractional order calculus. The generalization of the differentiation property in the FT and the FrFT domain to the fractional orders has been presented based on the Caputo's definition of the fractional differintegral, thereby achieving the flexibility of different rotation angles in the time—frequency plane with varying fractional order parameter. The closed-form analytical expression is derived in terms of the well-known higher transcendental function known as confluent hypergeometric function. The design examples are demonstrated to show the comparative analysis between the established and the proposed method for causal signals corrupted with high-frequency chirp noise and it is shown that the fractional order differentiating filter based on Caputo's definition is presenting good performance than the established results. An application example of a low-pass finite impulse response fractional order differentiating filter in the FrFT domain based on the definition of Caputo fractional differintegral method has also been investigated taking into account amplitude-modulated signal corrupted with high-frequency chirp noise.

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