MATLAB 6.5 and its Applications in Signal Processing

Author: Wang Hong
Publisher:
Publish Date: 2004-10-01
Features: This book follows the principle of being easy to learn and practical, systematically introducing MATLAB 6.5 and its application in digital signal processing (DSP) development and simulation. The book first introduces the MATLAB 6.5 software and its application development environment, MATLAB's three fundamental functions (numeric computation, symbolic computation, and graphical visualization), MATLAB programming methods, GUI programming, the MATLAB Compiler, and various extended programming techniques related to MATLAB. Then, it introduces two MATLAB toolboxes closely related to DSP development and applications—the Signal Processing Toolbox and the Filter Design Toolbox. Next, it covers the modeling and simulation capabilities of Simulink and the real-time code generation tool RTW, presenting two specialized module libraries for DSP system modeling and simulation—the OSP module library and the Fixed-Point DSP module library. Finally, it introduces DSP hardware-in-the-loop simulation based on MATLAB and Simulink, primarily combining Texas Instruments' (TI) DSP integrated development environment CCS and TI's C5000/C6000 series hardware development tools to explain the connection between MATLAB and TICCS, as well as the MATLAB-provided TITMS320C6000 DSP embedded target development tools. It also briefly introduces the software DSP Developer for ADDSP embedded target development. This book is primarily aimed at engineering and science students with a foundation in computer programming and digital signal processing. It can serve as a textbook for undergraduate students in related fields at universities and colleges, as well as a self-study or reference guide for graduate students and.