Some Useful Results Related with Sampling Theorem and Reconstruction Formula
Abstract
In this paper, we present some useful results related with the sampling theorem and the reconstruction formula. The first of them regards a relation existing between bandwidths of interpolating functions different from a perfect-reconstruction one and the bandwidth of the latter. Furthermore, we prove here that two non-identical interpolating functions can have the same bandwidths if and only if their (same) bandwidth is a multiple of the bandwidth of an original unsampled signal. The next result shows that sets of sampling points of two non-identical (but not necessarily interpolating) functions possessing different bandwidths are unique for all sampling periods smaller or equal to a given period (calculated in a theorem provided). These results are completed by the following one: in case of two different signals possessing the same bandwidth but different spectra shapes, their sets of sampling points must differ from each other.References
A. Boggess and F. J. Narcowich, A First Course in Wavelets with Fourier Analysis, New York: John Wiley & Sons, 2011.
R. J. Marks II, Introduction to Shannon Sampling and Interpolation Theory, New York: Springer-Verlag, 1991.
A. V. Oppenheim and R. W. Schafer, Discrete-Time Signal Processing, New York: Pearson, 2010.
W. E. Sabin, Discrete-Signal Analysis and Design, New York: John Wiley & Sons, 2008.
K. Sozański, Digital Signal Processing in Power Electronics Control Circuits, London: Springer-Verlag, 2013.
U. Zölzer, Digital Audio Signal Processing, Chichester: John Wiley & Sons, 2008.
R. Bracewell, The Fourier Transform and its Applications, New York: McGraw-Hill, 1986.
S. Stearns and D. Hush, Digital Signal Processing with Examples in MATLAB, Boca Raton: CRC Press, 2002.
B. Gold, N. Morgan, and D. Ellis, Speech and Audio Signal Processing: Processing and Perception of Speech and Music, New York: John Wiley & Sons, 2011.
A. B. Carlson, P. B. Crilly, and J. C. Rutledge, Communication Systems, New York: McGraw-Hill, 2002.
A. V. Oppenheim, A. Willsky, and I. Young I, 1983, Signals and Systems, Englewood Cliffs: Prentice-Hall, 1983.
J. Proakis and S. Masoud, Digital Communications, New York: McGraw-Hill, 2008.
J. W. Cooley and J. W. Tukey, “An algorithm for the machine calculation of complex Fourier series,” Math. Comput., vol. 19, no. 2, pp. 297-301, April 1965. Reprinted in Digital Signal Processing, l. R. Rabiner and C. M. Rader, Eds., pp. 223-227, New York: IEEE Press, 1972.
E. O. Brigham, The Fast Fourier Transform, Englewood Cliffs: Prentice-Hall, 1974.
S. Winograd, “On computing the discrete Fourier transform,” Proc. Nat. Acad. Sci. USA, vol. 73, no. 4, pp. 1005-1006, April 1976.
C. S. Burrus, “Index mappings for multidimensional formulation of the DFT and convolution,” IEEE Trans. Acoust., Speech, Sig. Process., vol. ASSP-25, no. 3, pp. 239-242, June 1977.
S. K. Mitra and M. P. Ekstrom, Two-dimensional Digital Signal Processing, Stroudsburg: Dowden-Hutchinson & Ross, 1978.
S. K. Mitra and J. F. Kaiser, Handbook for Digital Signal Processing, New York: John Wiley & Sons, 1993.
P. P. Vaidyanathan, Multirate Systems and Filter Banks, Upper Saddle River: Prentice-Hall, 1993.
L. R. Rabiner and R. W. Schafer, Introduction to Digital Speech Processing, Hanover, USA: now Publishers, 2007.
W. D. Stanley et al., Digital Signal Processing, Reston: Reston Publishing, 1984.
B. Gold, C. M. Rader, A. V. Oppenheim, and T. G. Stockham, Digital Processing of Signals, New York: McGraw-Hill, 1969.
J. L. Flanagan, “Computers that talk and listen: Man-machine communication by voice,” Proceedings of the IEEE, vol. 64, no. 4, pp. 405-415, April 1976.
R. Crochiere and L. R. Rabiner, Multirate Digital Signal Processing, Englewood Cliffs: Prentice-Hall, 1983.
J.H. McClellan and T.W. Parks, “A personal history of the Parks-McClellan algorithm, IEEE Signal Processing Magazine, vol. 22, no. 2, pp. 82-86, March 2005.
K. Jung and R. M. Mersereau, Media and Radio Signal Processing for Mobile Communications, Cambridge: Cambridge University Press, 2018.
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