Abstract
In this paper, a closed-form analytical expression for fractional order differentiation in the fractional Fourier transform (FrFT) domain is derived by utilizing the basic principles of fractional order calculus. The reported work is a generalization of the differentiation property to fractional (noninteger or real) orders in the FrFT domain. The proposed closed-form analytical expression is derived in terms of the well-known confluent hypergeometric function. An efficient computation method has also been derived for the proposed algorithm in the discrete-time domain, utilizing the principles of the discrete fractional Fourier transform algorithm. An application example of a low-pass finite impulse response (FIR) fractional order differentiator in the FrFT domain has also been investigated to show the practicality of the proposed method in signal processing applications.
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References
L.B. Almeida, The fractional Fourier transform and time–frequency representation. IEEE Trans. Signal Process. 42(11), 3084–3093 (1994)
M. Abramowitz, I.A. Stegun, Handbook of Mathematical Functions with Formulas, Graphs and Mathematical Tables. National Bureau of Standards Applied Mathematics Series, vol. 55 (US Government Printing Office, Washington, DC, 1964)
N.K. Bose, C.R. Rao, Digital differentiators, in Handbook of Statistics 10: Signal Processing and Its Applications (Elsevier, Amsterdam, 1993). Chapter 6
S. Kumar, K. Singh, R. Saxena, Analysis of Dirichlet and generalized “Hamming” window functions in the fractional Fourier transform domains. Signal Process. 91(3), 600–606 (2011)
J.C. Lin, Edge detection for image processing using second directional derivative, in IEEE/IAS Conference on Industrial Automation and Control: Emerging Technologies (1995), pp. 669–672
G. Maione, A. Digital, Noninteger order, differentiator using Laguerre orthogonal sequences. Int. J. Intell. Control Syst. 11(2), 77–81 (2006)
A.C. McBride, F.H. Kerr, On Namias’ fractional Fourier transforms. IMA J. Appl. Math. 39(2), 159–175 (1987)
D. Middleton, An Introduction to Statistical Communication Theory (IEEE Press, Piscataway, 1996)
V. Namias, The fractional order Fourier transform and its applications to quantum mechanics. J. Inst. Math. Appl. 25(3), 241–265 (1980)
K.B. Oldham, J. Spanier, The Fractional Calculus: Theory and Applications of Differentiation and Integration to Arbitrary Order (Academic Press, New York, 1974)
A. Oustaloup, F. Levron, B. Mathieu, F.M. Nanot, Frequency–band complex noninteger differentiator: characterization and synthesis. IEEE Trans. Circuits Syst. I, Fundam. Theory Appl. 47(1), 25–39 (2000)
S.C. Pei, J.J. Ding, Closed-form discrete fractional and affine Fourier transforms. IEEE Trans. Signal Process. 48(5), 1338–1353 (2000)
M.V.N.V. Prasad, K.C. Ray, A.S. Dhar, FPGA implementation of discrete fractional Fourier transform, in International Conference on Signal Processing and Communications (SPCOM), 18–21 Jul. (2010), pp. 1–5
I. Podlubny, Fractional Differential Equations (Academic Press, San Diego, 1999)
A.K. Singh, R. Saxena, On convolution and product theorems for FrFT. Wirel. Pers. Commun. 65(1), 189–201 (2012)
S.N. Sharma, R. Saxena, S.C. Saxena, Tuning of FIR filter transition bandwidth using fractional Fourier transform. Signal Process. 87(12), 3147–3154 (2007)
M.I. Skolnik, Introduction to Radar Systems (McGraw–Hill, New York, 1980)
C.C. Tseng, S.C. Pei, S.C. Hsia, Computation of fractional derivatives using Fourier transform and digital FIR differentiator. Signal Process. 80(1), 151–159 (2000)
C.C. Tseng, Design of fractional order digital FIR differentiators. IEEE Signal Process. Lett. 8(3), 77–79 (2001)
S. Usui, I. Amidror, Digital low-pass differentiation for biological signal processing. IEEE Trans. Biomed. Eng. 29(10), 686–693 (1982)
A.I. Zayed, A convolution and product theorem for the fractional Fourier transform. IEEE Signal Process. Lett. 5(4), 101–103 (1998)
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The authors express their sincere thanks to the Editor-in-Chief and to the learned reviewers for their valuable comments and suggestions in developing this article into its present form.
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Kumar, S., Singh, K. & Saxena, R. Closed-Form Analytical Expression of Fractional Order Differentiation in Fractional Fourier Transform Domain. Circuits Syst Signal Process 32, 1875–1889 (2013). https://doi.org/10.1007/s00034-012-9548-1
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DOI: https://doi.org/10.1007/s00034-012-9548-1