Digital Signal Processing and Spectral Analysis for Scientists Concepts and Applications /

This book covers the basics of processing and spectral analysis of monovariate discrete-time signals. The approach is practical, the aim being to acquaint the reader with the indications for and drawbacks of the various methods and to highlight possible misuses. The book is rich in original ideas, v...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Alessio, Silvia Maria (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Colección:Signals and Communication Technology,
Temas:
Signal processing.
Mathematical physics.
Geographic information systems.
Econometrics.
Signal, Speech and Image Processing .
Theoretical, Mathematical and Computational Physics.
Geographical Information System.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction
  • Discrete-time Signals and Systems
  • Transforms of Discrete-time Signals
  • Sampling of Continuous-time Signals
  • Spectral Analysis of Deterministic Discrete-Time Signals
  • Digital Filter Properties and Filtering Implementation
  • FIR Filters Design
  • IIR Filters Design
  • Statistical Approach to Signal Analysis
  • Non-Parametric Spectral Methods
  • Parametric Spectral Methods.- Singular Spectrum Analysis (SSA).- Non-Stationary Spectral Analysis.- Discrete Wavelet Transform (DWT)
  • De-noising and Compression byWavelets
  • Exercises with Matlab.

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