Introduction to Applied Statistical Signal Analysis: Guide to Biomedical and Electrical Engineering Applications, 3/e (Hardcover)

Richard Shiavi

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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.


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.

Accompanied by MATLAB notebooks that provide an interactive mode of learning which can be utilized by professors or independent learners, available from the Companion website.
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. Copies of these are available for download from the Companion website.
Please visit http://books.elsevier.com/companions/9780120885817 to access accompanying material

商品描述(中文翻譯)

《應用統計信號分析入門》是為具備基本數學、科學和計算機背景的有經驗人士設計的。憑藉這些基礎知識,讀者將輕鬆理解實用介紹並進一步學習信號分析技術,這些技術在生物醫學工程、通信、地球物理學和語音等廣泛的工程領域中常被使用。

《應用統計信號分析入門》將理論和實踐相結合,並提供實際的例子和練習。詳細介紹的主題包括:數學基礎、估計要求以及實施傳統信號分析技術的詳細定量示例。本書將幫助讀者理解信號分析在生物醫學工程中的實際應用。

本書的呈現方式適合高年級本科生或研究生,他們需要理論介紹統計建模的基本原則以及實施這些原則的知識。

附帶的 MATLAB 筆記本提供了一種互動學習模式,可以由教授或獨立學習者使用,可從附帶網站上獲取。

本書包含一百多個解題和實際應用的例子。書中的許多例子和練習使用了測量信號,其中許多來自生物醫學領域。這些信號的副本可從附帶網站上下載。

請訪問 http://books.elsevier.com/companions/9780120885817 以獲取相關資料。