Digital Signal Processing and Spectral Analysis for Scientists: Concepts and Applications (Signals and Communication Technology) - Tapa blanda

Alessio, Silvia Maria

 
9783319797953: Digital Signal Processing and Spectral Analysis for Scientists: Concepts and Applications (Signals and Communication Technology)
Tapa blanda
ISBN 10: 3319797956 ISBN 13: 9783319797953
Editorial: Springer, 2019

Sinopsis

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.

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Acerca del autor

Silvia Maria Alessio is Assistant Professor of Digital Signal Processing and Physics of the Atmosphere at University of Torino, Italy. Her research focuses mainly on geophysics, more precisely the physics of atmosphere and of environmental, climatic and paleo-climatic problems.

De la contraportada

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.

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Editorial
Springer
Año de publicación
2019
Idioma
Inglés
ISBN 10 
3319797956
ISBN 13 
9783319797953
Encuadernación
Tapa blanda
Número de páginas
926
Contacto del fabricante
no disponible
Persona responsable
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Hamburg
Alemania

Otras ediciones populares con el mismo título

9783319254661: Digital Signal Processing and Spectral Analysis for Scientists: Concepts and Applications (Signals and Communication Technology)

Edición Destacada

ISBN 10:  3319254669 ISBN 13:  9783319254661
Editorial: Springer, 2015
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