Beschreibung:
Applied Signal Processing Using MATLAB presents a project-oriented framework for understanding signal processing theory. The book aims to allow readers to benefit from the teaching experience of experts in various applied signal processing fields by presenting material in a project-oriented framework. Each chapter exposes how to design a given signal processing system for solving a real engineering problem (as opposed to those handled in textbooks, which often address academic, theory-related problems). Chapter themes are chosen so as to naturally lead to the understanding of specific tools, while showing their practical use. The book includes coverage of speech, signals and image processing projects.
Drawing on the teaching background of experts in various applied signal processing fields and presenting them in a project-oriented framework, this book provides fully commented MATLAB code for working proofs-of-concept, unlike other MATLAB-based textbooks.
Applied Signal Processing Using MATLAB presents a project-oriented framework for understanding signal processing theory. The book aims to allow readers to benefit from the teaching experience of experts in various applied signal processing fields by presenting material in a project-oriented framework. Each chapter exposes how to design a given signal processing system for solving a real engineering problem (as opposed to those handled in textbooks, which often address academic, theory-related problems). Chapter themes are chosen so as to naturally lead to the understanding of specific tools, while showing their practical use. The book includes coverage of speech, signals and image processing projects.
How is Speech Processed in a Cell Phone Conversation?.- How are Bits Played Back from and Audio CD?.- How is Sound Processed in a MP3 Player?.- How Does a Dictation Machine Recognize Continuous Speech?.- How Does an Audio Effects Processor Perform Pitch Shifting?.- How Can Marine Biologists Track Sperm Whales in the Oceans?.- How Could Music Contain Hidden Information?.- How are Digital Images Compressed in the Web?.- How Are Digital TV Programs Compressed to Allow Broadcasting?.- How Does Digital Cinema Compress Images?.- How Can Physicians Quantify Brain Degeneration?
Applied Signal Processing: A MATLAB-Based Proof of Concept benefits readers by including the teaching background of experts in various applied signal processing fields and presenting them in a project-oriented framework. Unlike many other MATLAB-based textbooks which only use MATLAB to illustrate theoretical aspects, this book provides fully commented MATLAB code for working proofs-of-concept. The MATLAB code provided on the accompanying online files is the very heart of the material. In addition each chapter offers a functional introduction to the theory required to understand the code as well as a formatted presentation of the contents and outputs of the MATLAB code.
Each chapter exposes how digital signal processing is applied for solving a real engineering problem used in a consumer product. The chapters are organized with a description of the problem in its applicative context and a functional review of the theory related to its solution appearing first. Equations are only used for a precise description of the problem and its final solutions. Then a step-by-step MATLAB-based proof of concept, with full code, graphs, and comments follows. The solutions are simple enough for readers with general signal processing background to understand and they use state-of-the-art signal processing principles. Applied Signal Processing: A MATLAB-Based Proof of Concept is an ideal companion for most signal processing course books. It can be used for preparing student labs and projects.
