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.

应用统计信号分析导论》是为具有数学、科学和计算机基本背景的有经验的人设计的。有了这些预设的知识，读者将通过实用的介绍，进入信号分析技术，常用于广泛的工程领域，如生物医学工程、通信、地球物理学和语音。应用统计信号分析导论》将理论和实施与实际例子和练习交织在一起。详细介绍的主题包括：数学基础、估计的要求和实现经典信号分析技术的详细量化实例。本书将帮助读者了解信号分析的实际应用，因为它们与生物医学工程有关。本书的介绍风格是为高年级本科生或研究生设计的，他们需要从理论上介绍统计建模的基本原理和实际实施这些原理的知识。伴随着MATLAB笔记本，提供了一个互动的学习模式，可供教授或独立学习者使用，可从配套网站获得。包括一百多个工作问题和现实世界的应用。书中的许多例子和练习都使用了测量信号，其中许多来自生物医学领域。这些副本可从配套网站上下载。Â- 请访问http://books.elsevier.com/companions/9780120885817，访问配套材料。