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Chapter 7: More on Digital Filters

Chapter 7: More on Digital Filters

pp. 250-323

Authors

, California Institute of Technology
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Extract

This is a detailed chapter on digital filter design. Specific digital filters such as notch and antinotch filters, and sharp-cutoff lowpass filters such as Butterworth filters are discussed in detail. Also discussed are allpass filters and some of their applications, including the implementation of notch and antinotch filters. Computational graphs (structures) for allpass filters are presented. It is explained how continuous-time filters can be transformed into discrete time by using the bilinear transformation. A simple method for the design of linear-phase FIR filters, called the window-based method, is also presented. Examples include the Kaiser window and the Hamming window. A comparative discussion of FIR and IIR filters is given. It is demonstrated how nonlinear-phase filters can create visible phase distortion in images. Towards the end, a detailed discussion of steady-state and transient components of filter outputs is given. The dependence of transient duration on pole position is explained. The chapter concludes with a discussion of spectral factorization.

Keywords

  • Narrowband digital filters
  • notch filters
  • allpass filters
  • power complementary property
  • bilinear transform
  • Butterworth filter
  • Chebyshev filter
  • elliptic filter
  • window design method
  • Kaiser window
  • Hamming window
  • linear-phase filters
  • transient response
  • steady state

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