A First Course in Statistics for Signal Analysis

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'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...

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Détails bibliographiques
Cote:Libro Electrónico
Auteur principal: Woyczynski, Wojbor A. (Auteur)
Collectivité auteur: SpringerLink (Online service)
Format: Électronique eBook
Langue:Inglés
Publié: Boston, MA : Birkhäuser Boston : Imprint: Birkhäuser, 2011.
Édition:2nd ed. 2011.
Sujets:
Statistics .
Fourier analysis.
Signal processing.
Mathematics.
Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Fourier Analysis.
Signal, Speech and Image Processing .
Statistical Theory and Methods.
Applications of Mathematics.
Accès en ligne:Texto Completo
Table des matières:
  • 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.

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