Popoff, Andrey,

Fundamentals of Signal Processing in Metric Spaces with Lattice Properties : Algebraic Approach / Andrey Popoff. - First edition. - 1 online resource : text file, PDF

Chapter 1 General Ideas of Natural Science, Signal Theory, and Information Theory -- chapter 2 Information Carrier Space Built upon Generalized Boolean Algebra with a Measure -- chapter 3 Informational Characteristics and Properties of Stochastic Processes -- chapter 4 Signal Spaces with Lattice Properties -- chapter 5 Communication Channel Capacity -- chapter 6 Quality Indices of Signal Processing in Metric Spaces with L-group Properties -- chapter 7 Synthesis and Analysis of Signal Processing Algorithms.

"Exploring the interrelation between information theory and signal processing theory, the book contains a new algebraic approach to signal processing theory. Readers will learn this new approach to constructing the unified mathematical fundamentals of both information theory and signal processing theory in addition to new methods of evaluating quality indices of signal processing. The book discusses the methodology of synthesis and analysis of signal processing algorithms providing qualitative increase of signal processing efficiency under parametric and nonparametric prior uncertainty conditions. Examples are included throughout the book to further emphasize new material."--Provided by publisher.

9781315104119 1315104113 9781351597135 1351597132 9781351597111 1351597116 9781138099388 1138099384


TECHNOLOGY & ENGINEERING--Electrical.
Signal processing--Mathematics.
Metric spaces.

TK5102.9 / P676 2017

621.382/2