Da: Ria Christie Collections, Uxbridge, Regno Unito
EUR 52,05
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Editore: Springer International Publishing, 2023
ISBN 10: 3031133307 ISBN 13: 9783031133305
Lingua: Inglese
Da: Buchpark, Trebbin, Germania
Condizione: Gut. Zustand: Gut | Sprache: Englisch | Produktart: Bücher.
Da: Ria Christie Collections, Uxbridge, Regno Unito
EUR 188,75
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Da: Ria Christie Collections, Uxbridge, Regno Unito
EUR 188,75
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Da: GreatBookPricesUK, Woodford Green, Regno Unito
EUR 188,74
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Editore: Springer International Publishing, 2024
ISBN 10: 3031133331 ISBN 13: 9783031133336
Lingua: Inglese
Da: AHA-BUCH GmbH, Einbeck, Germania
EUR 192,59
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Aggiungi al carrelloTaschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book organizes principles and methods of signal processing and machine learning into the framework of coherence. The book contains a wealth of classical and modern methods of inference, some reported here for the first time. General results are applied to problems in communications, cognitive radio, passive and active radar and sonar, multi-sensor array processing, spectrum analysis, hyperspectral imaging, subspace clustering, and related. The reader will find new results for model fitting; for dimension reduction in models and ambient spaces; for detection, estimation, and space-time series analysis; for subspace averaging; and for uncertainty quantification. Throughout, the transformation invariances of statistics are clarified, geometries are illuminated, and null distributions are given where tractable. Stochastic representations are emphasized, as these are central to Monte Carlo simulations. The appendices contain a comprehensive account of matrix theory, the SVD, the multivariate normal distribution, and many of the important distributions for coherence statistics. The book begins with a review of classical results in the physical and engineering sciences where coherence plays a fundamental role. Then least squares theory and the theory of minimum mean-squared error estimation are developed, with special attention paid to statistics that may be interpreted as coherence statistics. A chapter on classical hypothesis tests for covariance structure introduces the next three chapters on matched and adaptive subspace detectors. These detectors are derived from likelihood reasoning, but it is their geometries and invariances that qualify them as coherence statistics. A chapter on independence testing in space-time data sets leads to a definition of broadband coherence, and contains novel applications to cognitive radio and the analysis of cyclostationarity. The chapter on subspace averaging reviews basic results and derives an order-fitting rule for determining the dimension of an average subspace. These results are used to enumerate sources of acoustic and electromagnetic radiation and to cluster subspaces into similarity classes. The chapter on performance bounds and uncertainty quantification emphasizes the geometry of the Cramèr-Rao bound and its related information geometry.
Editore: Springer International Publishing, 2023
ISBN 10: 3031133307 ISBN 13: 9783031133305
Lingua: Inglese
Da: AHA-BUCH GmbH, Einbeck, Germania
EUR 192,59
Convertire valutaQuantità: 1 disponibili
Aggiungi al carrelloBuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book organizes principles and methods of signal processing and machine learning into the framework of coherence. The book contains a wealth of classical and modern methods of inference, some reported here for the first time. General results are applied to problems in communications, cognitive radio, passive and active radar and sonar, multi-sensor array processing, spectrum analysis, hyperspectral imaging, subspace clustering, and related. The reader will find new results for model fitting; for dimension reduction in models and ambient spaces; for detection, estimation, and space-time series analysis; for subspace averaging; and for uncertainty quantification. Throughout, the transformation invariances of statistics are clarified, geometries are illuminated, and null distributions are given where tractable. Stochastic representations are emphasized, as these are central to Monte Carlo simulations. The appendices contain a comprehensive account of matrix theory, the SVD, the multivariate normal distribution, and many of the important distributions for coherence statistics. The book begins with a review of classical results in the physical and engineering sciences where coherence plays a fundamental role. Then least squares theory and the theory of minimum mean-squared error estimation are developed, with special attention paid to statistics that may be interpreted as coherence statistics. A chapter on classical hypothesis tests for covariance structure introduces the next three chapters on matched and adaptive subspace detectors. These detectors are derived from likelihood reasoning, but it is their geometries and invariances that qualify them as coherence statistics. A chapter on independence testing in space-time data sets leads to a definition of broadband coherence, and contains novel applications to cognitive radio and the analysis of cyclostationarity. The chapter on subspace averaging reviews basic results and derives an order-fitting rule for determining the dimension of an average subspace. These results are used to enumerate sources of acoustic and electromagnetic radiation and to cluster subspaces into similarity classes. The chapter on performance bounds and uncertainty quantification emphasizes the geometry of the Cramèr-Rao bound and its related information geometry.
EUR 206,24
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Da: GreatBookPricesUK, Woodford Green, Regno Unito
EUR 208,60
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Aggiungi al carrelloCondizione: As New. Unread book in perfect condition.
EUR 208,47
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Aggiungi al carrelloCondizione: As New. Unread book in perfect condition.
EUR 223,53
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EUR 225,18
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Aggiungi al carrelloCondizione: New.
EUR 229,81
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Aggiungi al carrelloCondizione: New. 1st ed. 2022 edition NO-PA16APR2015-KAP.
EUR 272,43
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Aggiungi al carrelloPaperback. Condizione: Brand New. 508 pages. 9.25x6.10x1.03 inches. In Stock.
EUR 274,49
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Aggiungi al carrelloHardcover. Condizione: Brand New. 508 pages. 9.25x6.10x1.13 inches. In Stock.
Da: Majestic Books, Hounslow, Regno Unito
EUR 236,04
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Aggiungi al carrelloCondizione: New. Print on Demand.
Da: Majestic Books, Hounslow, Regno Unito
EUR 242,22
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Da: Biblios, Frankfurt am main, HESSE, Germania
EUR 242,81
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Da: Biblios, Frankfurt am main, HESSE, Germania
EUR 248,26
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