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Frequency Domain Analysis of Discrete-Time Signals and Systems

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Abstract

This chapter discusses the transform domain representation of discrete-time sequences by discrete-time Fourier series (DTFS) and discrete-time Fourier transform (DTFT) in which a discrete-time sequence is mapped into a continuous function of frequency. We first obtain the discrete-time Fourier series (DTFS) expansion of a periodic sequence. The periodic convolution and the properties of DTFS are discussed. The Fourier transform domain representation of discrete-time sequences are described along with the conditions for the existence of DTFT and its properties. Later, the frequency response of discrete-time systems, frequency domain representation of sampling process, and reconstruction of band-limited signals from its samples are discussed.

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Further Reading

  1. Morrison, N.: Introduction to Fourier Analysis. Wiley, New York (1994)

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  2. Mitra, S.K.: Digital Signal Processing. McGraw-Hill, New York (2006)

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  3. Oppenheim, A.V., Schafer, W.: Discrete-Time Signal Processing, 2nd edn. Prentice-Hall, Upper Saddle River (1999)

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Rao, K.D. (2018). Frequency Domain Analysis of Discrete-Time Signals and Systems. In: Signals and Systems. Birkhäuser, Cham. https://doi.org/10.1007/978-3-319-68675-2_7

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