Introduction to Applied Statistical Signal Analysis

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