Introduction to Applied Statistical Signal Analysis - Shiavi, Richard
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The third edition of "Introduction to Applied Statistical Signal Analysis" begins with a discussion of techniques for modeling and represents discrete data measurements, interpolation, and a definition of time series. Building from basic principles to illustrate complex application, this book provides a practical introduction to signal analysis techniques that are commonly used in a broad range of engineering areas including speech, biomedical signals, communications, and pattern recognition. The presentation style is designed for the upper level undergraduate or graduate student who needs a…mehr

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Produktbeschreibung
The third edition of "Introduction to Applied Statistical Signal Analysis" begins with a discussion of techniques for modeling and represents discrete data measurements, interpolation, and a definition of time series. Building from basic principles to illustrate complex application, this book provides a practical introduction to signal analysis techniques that are commonly used in a broad range of engineering areas including speech, biomedical signals, communications, and pattern recognition. The presentation style is designed for the upper level undergraduate or graduate student who needs a theoretical introduction to the basic principles of statistical modeling and the knowledge to implement them practically. Balanced perspective of the concepts, mathematical bases, and requirements for estimation Online materials include detailed quantitative examples presented with Mat Lab implementation Over one hundred worked problems, real world applications, graphs, and notebook applications to further the understanding of concepts
Autorenporträt
Richard Shiavi is Professor of Biomedical Engineering and Professor of Electrical Engineering, actively engaged in teaching and research at Vanderbilt University and the Veterans Administration Medical Center. His main professional interests are in signal processing and main research interests are in bioelectric signal processing and signal measurement. Dr. Shiavi has been an active member of Institute of Electrical and Electronic Engineers (IEEE) and the IEEE Engineering in Medicine and Biology Society (EMBS) and is presently an Associate Editor for the Transactions on Biomedical Engineering. He is also an active member and past President of the International Society of Electrophysiology and Kinesiology.