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Information Loss in Deterministic Signal Processing Systems

Jezik EngleskiEngleski
Knjiga Tvrdi uvez
Knjiga Information Loss in Deterministic Signal Processing Systems Bernhard C. Geiger
Libristo kod: 16250213
Nakladnici Springer International Publishing AG, srpanj 2017
This book introduces readers to essential tools for the measurement and analysis of information loss... Cijeli opis
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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, rectifiers, linear filters with and without quantization effects, principal components analysis, multirate systems, etc. The user benefit of signal processing is further highlighted with the concept of relevant information loss. Signal or data processing operates on the physical representation of information so that users can easily access and extract that information. However, a fundamental theorem in information theory-data processing inequality-states that deterministic processing always involves information loss.
These measures form the basis of a new information-theoretic systems theory, which complements the currently prevailing approaches based on second-order statistics, such as the mean-squared error or error energy. This theory not only provides a deeper understanding but also extends the design space for the applied engineer with a wide range of methods rooted in information theory, adding to existing methods based on energy or quadratic representations.

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Informacije o knjizi

Puni naziv Information Loss in Deterministic Signal Processing Systems
Autor Bernhard C. Geiger, Gernot Kubin
Jezik Engleski
Uvez Knjiga - Tvrdi uvez
Datum izdanja 2017
Broj stranica 145
EAN 9783319595320
ISBN 3319595326
Libristo kod 16250213
Nakladnici Springer International Publishing AG
Težina 3672
Dimenzije 155 x 235 x 15

Kategorija

Reference, Information & Interdisciplinary subjects > Research & information: general > Information theory > Cybernetics & systems theory
Technology, Engineering, Agriculture > Other technologies & applied sciences > Applied optics > Imaging systems & technology
Mathematics & Science > Physics > Statistical physics
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