Lecture Notes on Wavelet Transforms pp 1-54 | Cite as
The Fourier Transforms
Abstract
Historically, Joseph Fourier (1770–1830) first introduced the remarkable idea of expansion of a function in terms of trigonometric series without giving any attention to rigorous mathematical analysis. The integral formulas for the coefficients of the Fourier expansion were already known to Leonhard Euler (1707–1783) and others. In fact, Fourier developed his new idea for finding the solution of heat (or Fourier) equation in terms of Fourier series so that the Fourier series can be used as a practical tool for determining the Fourier series solution of partial differential equations under prescribed boundary conditions. Thus, the Fourier series of a function f(t) defined on the interval (−L, L) is given by
Bibliography
- Almeida, L. B. (1994). The fractional Fourier transform and time-frequency representations. IEEE Transactions on Signal Processing, 42, 3084–3091.CrossRefGoogle Scholar
- Atakishiyev, N. M., Vicent, L. E., & Wolf, K. B. (1999). Continuous vs discrete fractional Fourier transforms. Journal of Computational and Applied Mathematics, 107, 73–95.MathSciNetCrossRefMATHGoogle Scholar
- Bracewell, R. N. (2000). The Fourier transform and its applications (3rd ed.). Boston: McGraw-Hill.MATHGoogle Scholar
- Brigham, E. O. (1998). The fast Fourier transform and its applications. New Jersey: Prentice Hall.Google Scholar
- Butz, T. (2006). Fourier transformation for pedestrians. Berlin: Springer.MATHGoogle Scholar
- Candan, C., Kutay, M. A., & Ozaktas, H. M. (2000). The discrete fractional Fourier transform. IEEE Transactions on Signal Processing, 48(5), 1329–1337.MathSciNetCrossRefMATHGoogle Scholar
- Debnath, L., & Bhatta, D. (2015). Integral transforms and their applications (3rd ed.). Boca Raton/Florida: Chapman and Hall/CRC Press.MATHGoogle Scholar
- Debnath, L., & Mikusinski, P. (1999). Introduction to Hilbert spaces with applications (2nd ed.). Boston: Academic.MATHGoogle Scholar
- Duhamel, P., & Vetterli, M. (1990). Fast Fourier transforms: A tutorial review and a state of the art. Signal Processing, 19(4), 259–299.MathSciNetCrossRefMATHGoogle Scholar
- Heisenberg, W. (1948a). Zur statistischen theori der turbulenz. Zeitschrift für Physik, 124, 628–657.Google Scholar
- Heisenberg, W. (1948b). On the theory of statistical and isotropic turbulence. Proceedings of the Royal Society of London, A195, 402–406.Google Scholar
- Mendlovic, D., & Ozaktas, H. M. (1993a). Fractional Fourier transforms and their optical implementation-I. Journal of the Optical Society of America A, 10(10), 1875–1881.Google Scholar
- Mendlovic, D., & Ozaktas, H. M. (1993b). Fractional Fourier transforms and their optical implementation-II. Journal of the Optical Society of America A. 10(12), 2522–2531.Google Scholar
- Namias, V. (1980). The fractional order Fourier transform and its application to quantum mechanics. Journal of the Institute of Mathematics and its Applications, 25, 241–265.MathSciNetCrossRefMATHGoogle Scholar
- Ozaktas, H. M., Kutay, M. A., & Candan, C. (2010). Fractional Fourier transform. In A. D. Poularikas (Ed.), Transforms and applications handbook (pp. 632–659). Boca Raton: CRC Press.Google Scholar
- Ozaktas, H. M., Zalevsky, Z., & Kutay, M. A. (2000). The fractional Fourier transform with applications in optics and signal processing. New York: Wiley.Google Scholar
- Ran, T., Bing, D., & Yue, W. (2006). Research progress of the fractional Fourier transform in signal processing. Science in China: Series F, 49, 1–25.MathSciNetMATHGoogle Scholar
- Rao, K. R., Kim, D. N., & Hwang, J. J. (2010). Fast Fourier transform: algorithms and applications. New York: Springer.CrossRefMATHGoogle Scholar
- Sejdić, E., Djurović, I., & Stanković, L. (2011). Fractional Fourier transform as a signal processing tool: An overview of recent developments. Signal Processing, 91, 1351–1369.CrossRefMATHGoogle Scholar
- Sundararajan, D. (2001). The discrete Fourier transform. Singapore: World Scientific.CrossRefMATHGoogle Scholar
- Tao, R., Deng, B., & Wang, Y. (2009). Fractional Fourier transform and its applications. Beijing: Tsinghua University Press.Google Scholar
- Wong, M. W. (2010). Discrete Fourier analysis. Boston: Birkhäuser.Google Scholar
- Zayed, A. I. (1998). Fractional Fourier transform of generalized functions. Integral Transforms and Special Functions, 7(3), 299–312.MathSciNetCrossRefMATHGoogle Scholar