Introduction to Applied Statistical Signal Analysis: Guide to Biomedical and Electrical Engineering Applications (Biomedical Engineering)

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9780120885817: Introduction to Applied Statistical Signal Analysis: Guide to Biomedical and Electrical Engineering Applications (Biomedical Engineering)
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Introduction to Applied Statistical Signal Analysis, Third Edition, is designed for the experienced individual with a basic background in mathematics, science, and computer. With this predisposed knowledge, the reader will coast through the practical introduction and move on to signal analysis techniques, commonly used in a broad range of engineering areas such as biomedical engineering, communications, geophysics, and speech.

Topics presented include mathematical bases, requirements for estimation, and detailed quantitative examples for implementing techniques for classical signal analysis. This book includes over one hundred worked problems and real world applications. Many of the examples and exercises use measured signals, most of which are from the biomedical domain.

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.

  • Includes over one hundred worked problems and real world applications. Many of the examples and exercises in the book use measured signals, many from the biomedical domain.

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Book Description:

Essential statistical tool for engineering students

From the Back Cover:

Biomedical Engineering, Electrical Engineering, Biomathematics

Introduction to Applied Statistical Signal Analysis
Guide to Biomedical and Electrical Engineering Applications, Third Edition

Richard Shiavi
Vanderbilt University, Nashville, Tennessee, U.S.A.

KEY FEATURES

· Notebooks provide an interactive mode of learning that can be utilized by professors or independent learners
· Over one hundred worked problems, real world applications, graphs, and notebook applications

Introduction to Applied Statistical Signal Analysis is designed for the experienced individual with a basic background in mathematics, science, and computer. With this predisposed knowledge, the reader will coast through the practical introduction and move on to signal analysis techniques, commonly used in a broad range of engineering areas such as biomedical engineering, communications, geophysics, and speech.

Introduction to Applied Statistical Signal Analysis intertwines theory and implementation with practical examples and exercises. Topics presented in detail include: mathematical bases, requirements for estimation and detailed quantitative examples for implementing techniques for classical signal analysis. This book will help readers understand real-world applications of signal analysis as they relate to biomedical engineering.

Contents:
Introduction to Terminology; Empirical Modeling and Approximation; Fourier Analysis; Probability Concepts and Signal Characteristics; Random Processes and Signal Correlation; Random Signals, Linear Systems, and Power Spectra; Spectral Analysis for Random Signals; Random Signal Modeling and Modern Spectral Estimation; Theory and Application of Cross Correlation and Coherence
Related titles:
Enderle; Introduction to Biomedical Engineering, 2 ed.; 0122386620; April 2005

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9781483299990: Introduction to Applied Statistical Signal Analysis, Third Edition: Guide to Biomedical and Electrical Engineering Applications (Biomedical Engineering)

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