Analog and Digital Signal Analysis From Basics to Applications /

• Main Author: Cohen Tenoudji, Frédéric (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Series: Modern Acoustics and Signal Processing,
• Subjects: Physics.; Fourier analysis.; Information theory.; Acoustics.; Electrical engineering.; Signal, Image and Speech Processing.; Fourier Analysis.; Communications Engineering, Networks.; Information and Communication, Circuits.

This book provides comprehensive, graduate-level treatment of analog and digital signal analysis suitable for course use and self-guided learning. This expert text guides the reader from the basics of signal theory through a range of application tools for use in acoustic analysis, geophysics, and da...

Table of Contents:

• Notions on Systems
• First and Second Order Systems
• Fourier Series
• The Dirac Distribution
• Fourier Transform
• Fourier Transform and LTI Filter Systems
• Fourier Transforms and Convolution Calculations
• Impulse Response of LTI Systems.-Laplace Transform
• Analog Filters
• Causal Signals - Analytic Signals
• Time-Frequency Analysis
• Notions On Digital Signals.-Discrete Systems – Moving Average Systems.-Z -Transform
•  Fourier Transform Of Digital Signals
• Autoregressive Systems (Ar) -  Arma Systems
• Minimum Phase Systems; Deconvolution
•  Wavelets; Multiresolution Analysis
• Parametric Estimation - Modelisation Of Deterministic Signals - Linear Prediction
• Random Signals – Statistics Basis
• Multiple Random Variables- Linear Regression – Maximum Likelihood Estimation
•  Correlation And Covariance Matrices Of A Complex Random Vector.-Correlation Functions - Power Spectral Densites Of Random Signals
• Ergodicity; Temporal And Spectral Estimations
• Parametric Modeling Of Random Signals.-Optimal Filtering –Wiener, Kalman, Filters
• Appendix 1. Appendix 2
• Appendix 3
• Bibliography
• Index.   .