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Synopsis
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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- ÉditeurSpringer International Publishing AG
- Date d'édition2017
- ISBN 10 3319595326
- ISBN 13 9783319595320
- ReliureRelié
- Langueanglais
- Numéro d'édition1
- Nombre de pages145
- Coordonnées du fabricantnon disponible
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Information Loss in Deterministic Signal Processing Systems.
Edité par
Cham, Springer., 2017
ISBN 10 : 3319595326
ISBN 13 : 9783319595320
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Vendeur : Universitätsbuchhandlung Herta Hold GmbH, Berlin, Allemagne
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XIV, 145 p. Hardcover. Einband bestoßen, daher Mängelexemplar gestempelt, sonst sehr guter Zustand. Imperfect copy due to slightly bumped cover, apart from this in very good condition. Stamped. Understanding Complex Systems. Sprache: Englisch. N° de réf. du vendeur 8301JB
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Information Loss in Deterministic Signal Processing Systems
Edité par
Springer International Publishing, 2017
ISBN 10 : 3319595326
ISBN 13 : 9783319595320
Neuf
Couverture rigide
Vendeur : moluna, Greven, Allemagne
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Gebunden. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. 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 syste. N° de réf. du vendeur 150267944
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Information Loss in Deterministic Signal Processing Systems
Edité par
Springer International Publishing, 2017
ISBN 10 : 3319595326
ISBN 13 : 9783319595320
Neuf
Couverture rigide
Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. N° de réf. du vendeur 9783319595320
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Information Loss in Deterministic Signal Processing Systems
Edité par
Springer International Publishing Jul 2017, 2017
ISBN 10 : 3319595326
ISBN 13 : 9783319595320
Neuf
Couverture rigide
Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne
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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 160 pp. Englisch. N° de réf. du vendeur 9783319595320
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Information Loss in Deterministic Signal Processing Systems
ISBN 10 : 3319595326
ISBN 13 : 9783319595320
Neuf
Couverture rigide
Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne
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Buch. Etat : Neu. Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 160 pp. Englisch. N° de réf. du vendeur 9783319595320
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Information Loss in Deterministic Signal Processing Systems (Understanding Complex Systems)
Vendeur : Ria Christie Collections, Uxbridge, Royaume-Uni
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Information Loss in Deterministic Signal Processing Systems (Understanding Complex Systems)
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Vendeur : Books Puddle, New York, NY, Etats-Unis
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Hardcover. Etat : Brand New. 145 pages. 9.50x6.25x0.50 inches. In Stock. N° de réf. du vendeur x-3319595326
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Information Loss in Deterministic Signal Processing Systems (Understanding Complex Systems)
impression à la demandeVendeur : Majestic Books, Hounslow, Royaume-Uni
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