Digital Signal Processing - Theory and Applications

Author: Yu Yibiao Sun Bing
Publisher:
Publish Date: 2005-08-01
Features: The book systematically introduces the fundamental theories, basic algorithms, and basic applications of digital signal processing. The content includes: Discrete-Time Signals and Systems, Fourier Transform and Spectrum Analysis, Discrete Fourier Transform and Fast Algorithms, Infinite Impulse Response Digital Filter Design, Finite Impulse Response Digital Filter Design, Multirate Signal Processing and Wavelet Transform, Discrete Random Signal Processing. The book emphasizes a thorough analysis and introduction of physical concepts, highlighting the integration of theory and practical applications. Considering the importance of spectrum analysis in practical applications, a separate chapter is dedicated to detailed explanations of the concept of spectrum and the significance of spectrum analysis. Additionally, new content has been added on Short-Time Fourier Transform, Multirate Signal Processing, Wavelet Transform, and Discrete Random Signal Processing. Numerous examples illustrate the design methods of various linear-phase finite impulse response digital filters and the applications of signal processing. The book is accompanied by a rich selection of examples and exercises, with experimental guides provided for major chapters. This book can also serve as a textbook for undergraduate programs in electronic information engineering, communication engineering, automatic control, biomedical engineering, and related fields, as well as a reference for graduate students and engineering technicians working in related areas.