Digital Filters: Analysis, Design, and Signal Processing Applications PDF

Abstract:

Up-to-date digital filter design principles, techniques, and applications.

Written by a Life Fellow of the IEEE, this comprehensive textbook teaches digital filter design, realization, and implementation and provides detailed illustrations and real-world applications of digital filters to signal processing. Digital Filters: Analysis, Design, and Signal Processing Applications gives a solid foundation in the fundamentals and concepts of DSP and continues with state-of-the-art methodologies and algorithms for the design of digital filters.

You will get clear explanations of key topics such as spectral analysis, discrete-time systems, and the sampling process. This hands-on resource is supported by a rich collection of online materials that include PDF presentations, detailed solutions of the end-of-chapter problems, MATLAB programs that can be used to analyze and design digital filters of professional quality, and the author's DSP software D-Filter.

Coverage includes:

• Discrete-time systems

• The Fourier series and transform

• The Z transform

• Application of transform theory to systems

• The sampling process

• The discrete Fourier transform

• The window technique

• Realization of digital filters

• Design of recursive and nonrecursive filters using closed-form noniterative methods

• Approximations for analog filters

• Recursive filters satisfying prescribed specifications

• Effects of finite word length in digital filters

• Design of recursive and nonrecursive filters using optimization methods

• Wave digital filters

• Signal processing applications

Author: Andreas Antoniou, Ph.D.