Buch, Englisch, 608 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 943 g
From Basics to Applications
Buch, Englisch, 608 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 943 g
Reihe: Modern Acoustics and Signal Processing
ISBN: 978-3-319-82565-6
Verlag: Springer International Publishing
Zielgruppe
Graduate
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
- Mathematik | Informatik Mathematik Mathematische Analysis Harmonische Analysis, Fourier-Mathematik
- Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Signalverarbeitung
Weitere Infos & Material
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.- ParametricModeling Of Random Signals.-Optimal Filtering –Wiener, Kalman, Filters.- Appendix 1. Appendix 2.- Appendix 3.- Bibliography.- Index.