Fundamentals of Digital Signal Processing: MATLAB Implementation

Author: Xilin
Publisher:
Publish Date: 2005-09-01
Features: This book provides a detailed introduction to the basic concepts, theories, and methods of Digital Signal Processing (DSP), with a focus on the application of various methods in practical signal processing. It includes numerous examples related to music and speech signal processing. Additionally, the accompanying CD-ROM contains a MATLAB-based Digital Signal Processing Basic Toolbox and a graphical user interface software package, which helps readers intuitively understand and apply the content of the book. The book is divided into nine chapters, covering topics such as: the concept of signal processing; discrete-time system analysis; DFT and spectral analysis; convolution and correlation; filter specifications and structures; multirate signal processing; FIR and IIR filter design; adaptive signal processing, among others. Each chapter begins with an introduction to the learning objectives and significance of the material and concludes with a detailed discussion of the functions and usage methods related to the chapter. In the main body, numerous illustrations are used to explain the concepts, theorems, and methods of digital signal processing. The exercises for each chapter are divided into three parts: manual and calculator-based calculations; tasks requiring GUI completion; and MATLAB programming-based calculations. This book is suitable as a textbook for undergraduate and first-year graduate students in electronic and computer engineering. Due to the abundance of examples, it is also convenient for engineering professionals and self-learners to use.