Information Loss in Deterministic Signal Processing Systems

This book introduces readers to essential tools for the measurement and analysis of information loss in signal processing systems. Employing a new information-theoretic systems theory, the book analyzes various systems in the signal processing engineer's toolbox: polynomials, quantizers, rectif...

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Detaylı Bibliyografya
Asıl Yazarlar: Geiger, Bernhard C. (Yazar), Kubin, Gernot (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Cham : Springer International Publishing : 2018.
Imprint: Springer,
Edisyon:1st ed. 2018.
Seri Bilgileri:Understanding Complex Systems,
Konular:
Dynamics.
Nonlinear theories.
Signal processing.
System theory.
Applied Dynamical Systems.
Signal, Speech and Image Processing.
Complex Systems.
Online Erişim:Full-text access
İçindekiler:
  • Introduction
  • Part I: Random Variables
  • Piecewise Bijective Functions and Continuous Inputs
  • General Input Distributions
  • Dimensionality-Reducing Functions
  • Relevant Information Loss
  • II. Part II: Stationary Stochastic Processes
  • Discrete-Valued Processes
  • Piecewise Bijective Functions and Continuous Inputs
  • Dimensionality-Reducing Functions
  • Relevant Information Loss Rate
  • Conclusion and Outlook.

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