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, Multi-Sample Rate 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, Multi-Sample Rate Signal Processing, Wavelet Transform, and Discrete Random Signal Processing. Numerous examples illustrate various design methods for linear-phase finite impulse response digital filters and the applications of signal processing. The book is accompanied by a wealth 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.