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Information Loss in Deterministic Signal Processing Systems

Information Loss in Deterministic Signal Processing Systems

Paperback

Series: Understanding Complex Systems

Technology & EngineeringPhysics

ISBN10: 3319866451
ISBN13: 9783319866451
Publisher: Springer Nature
Published: Aug 4 2018
Pages: 145
Weight: 0.51
Height: 0.34 Width: 6.14 Depth: 9.21
Language: English
Presents a definition of information loss for signal processing systems which is the basis of an information-theoretic systems theory
Analyzes various systems in the signal processing engineer's toolbox: polynomials, quantizers, rectifiers, linear filters with and without quantization effects, principal components analysis, multirate systems, etc.
Highlights differences and similarities between design principles based on information-theoretic quantities and those based on energetic measures, such as the mean-squared error

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