A First Course in Statistics for Signal Analysis

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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...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Woyczynski, Wojbor A. (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Boston, MA : Birkhäuser Boston : Imprint: Birkhäuser, 2006.
Edition:1st ed. 2006.
Subjects:
Statistics .
Signal processing.
Fourier analysis.
Probabilities.
Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Signal, Speech and Image Processing .
Fourier Analysis.
Probability Theory.
Online Access:Texto Completo
Table of Contents:
  • 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.

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