Introduction to Applied Statistical Signal Analysis - Rilegato

Shiavi, Richard

 
9780126400106: Introduction to Applied Statistical Signal Analysis

Sinossi

Shiavi (Vanderbilt University) introduces the signal analysis techniques commonly used in the engineering areas of speech, biomedical signals, geophysics, communications, and pattern recognition. New to the second edition are data sets and Word/MATLAB exercises on the CD-ROM. Annotation c. Book News, Inc., Portland, OR (booknews.com)

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L'autore

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.

Contenuti

Introduction and Terminology. Empirical Modeling and Approximation. Fourier Analysis. Probability Concepts and Signal Characteristics. Introduction to Random Processes and Signal Correlation. Random Signals, Linear Systems, and Power Spectra. Spectral Analysis for Random Signals: Classical Estimation. Random Signal Modeling and Modern Spectral Estimation. Theory and Application of Cross Correlation and Coherence.

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