Digital signal processing and spectral analysis for scientists [electronic resource] : concepts and applications / Silvia Maria Alessio.

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Digital signal processing and spectral analysis for scientists [electronic resource] : concepts and applications / Silvia Maria Alessio.

9783319254685 (electronic book)
3319254685 (electronic book)
9783319254661
3319254669

Cham : Springer, [2015].

©2016

English

1 online resource (xxiv, 900 pages) : color illustrations.

10.1007/978-3-319-25468-5 doi

TK5102.9

621.382/2

This book covers the basics of processing and spectral analysis of monovariate discrete-time signals. The approach is practical, the aim being to acquaint the reader with the indications for and drawbacks of the various methods and to highlight possible misuses. The book is rich in original ideas, visualized in new and illuminating ways, and is structured so that parts can be skipped without loss of continuity. Many examples are included, based on synthetic data and real measurements from the fields of physics, biology, medicine, macroeconomics etc., and a complete set of MATLAB exercises requiring no previous experience of programming is provided. Prior advanced mathematical skills are not needed in order to understand the contents: a good command of basic mathematical analysis is sufficient. Where more advanced mathematical tools are necessary, they are included in an Appendix and presented in an easy-to-follow way. With this book, digital signal processing leaves the domain of engineering to address the needs of scientists and scholars in traditionally less quantitative disciplines, now facing increasing amounts of data.

Includes bibliographical references and index.

Access limited to authorized users.

Online resource; title from PDF title page (SpringerLink, viewed December 21, 2015).

Signals and communication technology.

Print version: 9783319254661

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