Woyczynski A First Course in Statistics for Signal Analysis

Erscheinungsjahr 2007
ISBN: 978-0-8176-4516-8
Verlag: Birkhäuser Boston
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 208 Seiten, Web PDF

Reihe: Mathematics and Statistics

This essentially self-contained, deliberately compact, and user-friendly textbook is designed for a first, one-semester course in statistical signal analysis for a broad audience of students in engineering and the physical sciences. The emphasis throughout is on fundamental concepts and relationships in the statistical theory of stationary random signals, explained in a concise, yet fairly rigorous presentation.

Developed by the author over the course of several years of classroom use, A First Course in Statistics for Signal Analysis may be used by junior/senior undergraduates or graduate students in electrical, systems, computer, and biomedical engineering, as well as the physical sciences. The work is also an excellent resource of educational and training materials for scientists working in research laboratories.

Zielgruppe

Graduate

Autoren/Hrsg.

Woyczynski, Wojbor A.

Inhaltsverzeichnis

Description of Signals.- Spectral Representation of Deterministic Signals: Fourier Series and Transforms.- Random Quantities and Random Vectors.- Stationary Signals.- Power Spectra of Stationary Signals.- Transmission of Stationary Signals through Linear Systems.- Optimization of Signal-to-Noise Ratio in Linear Systems.- Gaussian Signals, Correlation Matrices, and Sample Path Properties.- Discrete Signals and Their Computer Simulations.