Analysis, design, and realization of digital filters have experienced major developments since the 1970s, and have now become an integral part of the theory and practice in the field of contemporary digital signal processing.
Digital Filter Design and Realization is written to present an up-to-date and comprehensive account of the analysis, design, and realization of digital filters. It is intended to be used as a text for graduate students as well as a reference book for practitioners in the field. Prerequisites for this book include basic knowledge of calculus, linear algebra, signal analysis, and linear system theory.
Technical topics discussed in the book include:
Discrete-Time Systems and z-Transformation
Stability and Coefficient Sensitivity
State-Space Models
FIR Digital Filter Design
Frequency-Domain Digital Filter Design
Time-Domain Digital Filter Design
Interpolated and Frequency-Response-Masking FIR Digital Filter Design
Preface; 1. Introduction; 2. Discrete-Time Systems and z-Transformation; 3. Stability and Coefficient Sensitivity; 4. State-Space Models; 5. FIR Digital Filter Design; 6. Design Methods Using Analog Filter Theory; 7. Design Methods in the Frequency Domain; 8. Design Methods in the Time Domain; 9. Design of Interpolated and Frequency-Response-Masking FIR Digital Filters; 10. Design of a Class of Composite Digital Filters; 11. Digital Filters with Finite Word Length; 12. Sensitivity Analysis and Minimization; 13. Pole and Zero Sensitivity Analysis and Minimization; 14. Error Spectrum Shaping; 15. Round-off Noise Analysis and Minimization; 16. Generalized Transposed Direct-Form II Realization; 17. Block-State Realization of IIR Digital Filters