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2010, ISBN: 9783639276152

The work in this monograph is divided in three parts. In the first part, it explores and discusses the diversity of concepts and motivations for obtaining good resolution and highly conce… Mehr…

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TIME-FREQUENCY ANALYSIS USING NEURAL NETWORKS - neues Buch

ISBN: 9783639276152

The work in this monograph is divided in three parts. In the first part, it explores and discusses the diversity of concepts and motivations for obtaining good resolution and highly conce… Mehr…

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Imran Shafi:
Shafi, I: Time-Frequency Analysis Using Neural Networks - Taschenbuch

2010

ISBN: 9783639276152

The work in this monograph is divided in three parts. In the first part, it explores and discusses the diversity of concepts and motivations for obtaining good resolution and highly conce… Mehr…

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Imran Shafi:
TIME-FREQUENCY ANALYSIS USING NEURAL NETWORKS - Taschenbuch

ISBN: 3639276159

TIME-FREQUENCY ANALYSIS USING NEURAL NETWORKS ab 58.99 € als Taschenbuch: De-blurred Time-Frequency Distributions Using Neural Networks. Aus dem Bereich: Bücher, Wissenschaft, Technik, Me… Mehr…

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ISBN: 3639276159

TIME-FREQUENCY ANALYSIS USING NEURAL NETWORKS ab 58.99 EURO De-blurred Time-Frequency Distributions Using Neural Networks Medien > Bücher, [PU: VDM Verlag Dr. Müller, Saarbrücken]

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TIME-FREQUENCY ANALYSIS USING NEURAL NETWORKS

The work in this monograph is divided in three parts. In the first part, it explores and discusses the diversity of concepts and motivations for obtaining good resolution and highly concentrated time- frequency distributions (TFDs) for the research community. The description of the methods used for TFDs' objective assessment is provided later in this part. In the second part, a novel multi-processes neural network based framework to obtain highly concentrated TFDs is proposed. The propose method utilizes a localised Bayesian regularised neural network model (BRNNM) to obtain the energy concentration along the instantaneous frequencies (IFs) of individual components in the multicomponent signals without assuming any prior knowledge. The third part presents the discussion on the experimental results obtained by the proposed technique. Moreover the framework is extended to include the various objective methods of assessment to evaluate the performance of de-blurred TFDs obtained through the proposed technique.

Detailangaben zum Buch - TIME-FREQUENCY ANALYSIS USING NEURAL NETWORKS


EAN (ISBN-13): 9783639276152
ISBN (ISBN-10): 3639276159
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2010
Herausgeber: VDM Verlag
152 Seiten
Gewicht: 0,243 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 2009-06-13T16:32:08+02:00 (Berlin)
Detailseite zuletzt geändert am 2020-10-20T13:42:18+02:00 (Berlin)
ISBN/EAN: 9783639276152

ISBN - alternative Schreibweisen:
3-639-27615-9, 978-3-639-27615-2


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