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

2010, ISBN: 3639276159

ID: 16085754446

[EAN: 9783639276152], Neubuch, [PU: VDM Verlag Jul 2010], This item is printed on demand - Print on Demand Neuware - 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. 152 pp. Englisch

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Time-Frequency Analysis Using Neural Networks - Imran Shafi
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Time-Frequency Analysis Using Neural Networks - neues Buch

ISBN: 9783639276152

ID: 104894955

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. De-blurred Time-Frequency Distributions Using Neural Networks Buch (fremdspr.) Bücher>Fremdsprachige Bücher>Englische Bücher, VDM Verlag

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TIME-FREQUENCY ANALYSIS USING NEURAL NETWORKS - Imran Shafi
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
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Imran Shafi:
TIME-FREQUENCY ANALYSIS USING NEURAL NETWORKS - neues Buch

ISBN: 9783639276152

ID: c01abf1da424f13db491b619a5ccee3d

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. Bücher / Naturwissenschaften, Medizin, Informatik & Technik / Technik / Maschinenbau, [PU: VDM Verlag Dr. Müller, Saarbrücken]

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Time-Frequency Analysis Using Neural Networks - Imran Shafi
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Imran Shafi:
Time-Frequency Analysis Using Neural Networks - neues Buch

ISBN: 9783639276152

ID: 670343807

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. De-blurred Time-Frequency Distributions Using Neural Networks Buch (fremdspr.) Bücher>Fremdsprachige Bücher>Englische Bücher, VDM

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TIME-FREQUENCY ANALYSIS USING NEURAL NETWORKS: De-blurred Time-Frequency Distributions Using Neural Networks - Imran Shafi
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Imran Shafi:
TIME-FREQUENCY ANALYSIS USING NEURAL NETWORKS: De-blurred Time-Frequency Distributions Using Neural Networks - Taschenbuch

ISBN: 3639276159

[SR: 3801035], Paperback, [EAN: 9783639276152], VDM Verlag Dr. Müller, VDM Verlag Dr. Müller, Book, [PU: VDM Verlag Dr. Müller], VDM Verlag Dr. Müller, 278115, Engineering & Technology, 278267, Aeronautics & Aerospace, 278271, Automotive, 278116, Bioengineering, 922268, Chemical, 278122, Civil Engineering, 922364, Education, 278150, Electrical, 278141, Electronics & Communications Engineering, 278180, Energy Technology, 922390, Engineering Physics, 922280, Engineering Skills & Design, 759164, Engineers & Inventors, 922298, Environmental, 278290, History of Engineering & Technology, 278258, Marine & Nautical, 278229, Mechanical & Materials Engineering, 922382, Military & Naval, 922344, Petroleum, Mining & Geological, 922314, Production, Manufacturing & Operational, 922260, Reference, 57, Science & Nature, 1025612, Subjects, 266239, Books

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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 13.06.2009 16:32:08
Buch zuletzt gefunden am 21.10.2016 13:02:51
ISBN/EAN: 9783639276152

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


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