Signals and Systems Primer with MATLAB

Alexander D. Poularikas



Signals and Systems Primer with MATLAB® equally emphasizes the fundamentals of both analog and digital signals and systems. To ensure insight into the basic concepts and methods, the text presents a variety of examples that illustrate a wide range of applications, from microelectromechanical to worldwide communication systems. It also provides MATLAB functions and procedures for practice and verification of these concepts.

Taking a pedagogical approach, the author builds a solid foundation in signal processing as well as analog and digital systems. The book first introduces orthogonal signals, linear and time-invariant continuous-time systems, discrete-type systems, periodic signals represented by Fourier series, Gibbs's phenomenon, and the sampling theorem. After chapters on various transforms, the book discusses analog filter design, both finite and infinite impulse response digital filters, and the fundamentals of random digital signal processing, including the nonparametric spectral estimation. The final chapter presents different types of filtering and their uses for random digital signal processing, specifically, the use of Wiener filtering and least mean squares filtering.

Balancing the study of signals with system modeling and interactions, this text will help readers accurately develop mathematical representations of systems.

Features

• Develops analog and digital signal processing in separate chapters for clear understanding of the concepts involved in each case
• Exposes students to random digital signals processing-a necessity for modern engineering students
• Highlights the block format representation of the systems
• Includes examples from the areas of chemical, mechanical, and biomedical engineering, process control, economics, and heat transfer
• Introduces MATLAB functions and m-files to produce the desired results
• Presents the needed mathematical background within each chapter
• Emphasizes the meaning of concepts and improves the understanding of operations with special paragraphs indicated by "Note"
• Contains useful formulas, matrix analyses, end-of-chapter definitions and problems, more than 400 figures, and 3,000 equations
• Arranges the material so that it can be used for a one- or two-semester course in an analog, digital, or analog-digital track; starred sections and examples can be ignored without sacrificing continuity in the one-semester courses
• Provides a solutions manual with qualifying course adoptions



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