A First Course in Statistics for Signal Analysis

• Κύριος συγγραφέας: Woyczyński, Wojbor A. (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Birkhäuser, 2019.
• Έκδοση: 3rd ed. 2019.
• Σειρά: Statistics for Industry, Technology, and Engineering,
• Θέματα: Statistics .; Fourier analysis.; Signal processing.; Image processing.; Speech processing systems.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Fourier Analysis.; Signal, Image and Speech Processing.

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 relationship...

Πίνακας περιεχομένων:

• Description of Signals
• Spectral Representation of Deterministic Signals: Fourier Series and Transforms
• Uncertainty Principle and Wavelet Transforms
• Random Variables 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 Signals and Their Computer Simulations
• Prediction Theory for Stationary Random Signals
• Solutions to Selected Problems and Exercises.