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Importance Sampling : Applications in Communications and Detection - Rajan Srinivasan
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Importance Sampling : Applications in Communications and Detection - Taschenbuch

2010, ISBN: 3642077811

[EAN: 9783642077814], Neubuch, [SC: 0.0], [PU: Springer Berlin Heidelberg], DETECTIONTHEORY; IMPORTANCESAMPLING; RANDOMVARIABLE; SIGNALPROCESSING; ALGORITHM; COMMUNICATION; OPTIMIZATION; … Mehr…

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Importance Sampling: Applications in Communications and Detection - neues Buch

ISBN: 9783642077814

This research monograph deals with fast stochastic simulation based on im­ portance sampling (IS) principles and some of its applications. It is in large part devoted to an a… Mehr…

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Importance Sampling : Applications in Communications and Detection - gebrauchtes Buch

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This research monograph deals with fast stochastic simulation based on im portance sampling (IS) principles and some of its applications. It is in large part devoted to an adaptive form o… Mehr…

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Importance Sampling - Taschenbuch

ISBN: 9783642077814

This research monograph deals with fast stochastic simulation based on im­ portance sampling (IS) principles and some of its applications. It is in large part devoted to an adaptive form … Mehr…

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Rajan Srinivasan:
Importance Sampling - neues Buch

ISBN: 9783642077814

Computer Science; Simulation and Modeling; Probability Theory and Stochastic Processes; Computational Intelligence; Statistics for Engineering, Physics, Computer Science, Chemistry and Ea… Mehr…

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Details zum Buch
Importance Sampling

This monograph on fast stochastic simulation deals with methods of adaptive importance sampling (IS). The concept of IS is introduced and described in detail with several numerical examples in the context of rare event simulation. Adaptive simulation and system parameter optimization to achieve specified performance criteria are described. The techniques are applied to the analysis and design of radar CFAR (constant false alarm rate) detectors. Development of robust detection algorithms using ensemble - or E-CFAR processing is described. A second application treats the performance evaluation and parameter optimization of digital communication systems that cannot be handled analytically or even by using standard numerical techniques.

Detailangaben zum Buch - Importance Sampling


EAN (ISBN-13): 9783642077814
ISBN (ISBN-10): 3642077811
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2010
Herausgeber: Springer Berlin

Buch in der Datenbank seit 2011-07-02T13:55:24+02:00 (Vienna)
Detailseite zuletzt geändert am 2021-07-18T10:21:45+02:00 (Vienna)
ISBN/EAN: 9783642077814

ISBN - alternative Schreibweisen:
3-642-07781-1, 978-3-642-07781-4
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: rajan, srinivasan
Titel des Buches: sampling


Daten vom Verlag:

Autor/in: Rajan Srinivasan
Titel: Importance Sampling - Applications in Communications and Detection
Verlag: Springer; Springer Berlin
242 Seiten
Erscheinungsjahr: 2010-12-15
Berlin; Heidelberg; DE
Gedruckt / Hergestellt in Niederlande.
Gewicht: 0,454 kg
Sprache: Englisch
106,99 € (DE)
109,99 € (AT)
118,00 CHF (CH)
POD
XIV, 242 p.

BC; Simulation and Modeling; Hardcover, Softcover / Informatik, EDV/Anwendungs-Software; Computermodellierung und -simulation; Verstehen; Detection Theory; Importance Sampling; Random variable; Signal Processing; algorithm; communication; optimization; simulation; Probability Theory and Stochastic Processes; Computational Intelligence; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences; Communications Engineering, Networks; Computer Modelling; Probability Theory; Computational Intelligence; Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences; Communications Engineering, Networks; Wahrscheinlichkeitsrechnung und Statistik; Stochastik; Künstliche Intelligenz; Nachrichtententechnik, Telekommunikation; BB

This monograph on fast stochastic simulation deals with methods of adaptive importance sampling (IS). The concept of IS is introduced and described in detail with several numerical examples in the context of rare event simulation. Adaptive simulation and system parameter optimization to achieve specified performance criteria are described. The techniques are applied to the analysis and design of radar CFAR (constant false alarm rate) detectors. Development of robust detection algorithms using ensemble - or E-CFAR processing is described. A second application treats the performance evaluation and parameter optimization of digital communication systems that cannot be handled analytically or even by using standard numerical techniques.

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