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...

Celý popis

Uloženo v:
Podrobná bibliografie
Hlavní autor: Geiger, Bernhard C. (Autor)
Médium: Elektronický zdroj E-kniha
Jazyk:angličtina
Vydáno: Cham : Springer International Publishing, 2018.
Vydání:1st ed. 2018.
Edice:Understanding Complex Systems,
Témata:
Computational complexity.
Signal processing.
Image processing.
Speech processing systems.
Statistical physics.
Dynamical systems.
ISBN:9783319595337
ISSN:1860-0832
On-line přístup: Získat plný text
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Obsah:
  • 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.

Podobné jednotky