Digital Filters: Analysis, Design & Signal Processing 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 provides 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 which 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 also the authors 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
- Approximations for analog filters
- Recursive filters satisfying prescribed specifications
- Effects of finite word length on digital filters
- Design of recursive and nonrecursive filters using optimization methods
- Wave digital filters
- Signal processing applications
