A First Course in Statistics for Signal Analysis

• Main Author: Woyczynski, Wojbor A. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Boston : Birkhäuser Boston, 2011.
• Subjects: Statistics.; Fourier analysis.; Applied mathematics.; Engineering mathematics.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Fourier Analysis.; Signal, Image and Speech Processing.; Statistical Theory and Methods.; Applications of Mathematics.

'A First Course in Statistics for Signal Analysis' is a small, dense, and inexpensive book that covers exactly what the title says: statistics for signal analysis. The book has much to recommend it. The author clearly understands the topics presented. The topics are covered in a rigorous m...

Table of Contents:

• Foreword to the Second Edition
• Introduction
• Notation
• Description of Signals
• Spectral Representation of Deterministic Signals: Fourier Series and Transforms
• Random Quantities and Random Vectors
• Stationary Signals
• Power Spectra of Random Signals
• Transmission of Stationary Signals through Linear Systems
• Optimization of Signal-to-Noise Ratio in Linear Systems
• Gaussian Signals, Covariance Matrices, and Sample Path Properties
• Spectral Representation of Discrete-Time Stationary Signals and Their Computer Simulations
• Solutions to Selected Exercises
• Bibliographical Comments
• Index.