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 TIME-FREQUENCY ANALYSIS USING NEURAL NETWORKS. De-blurred Time-Frequency Distributions Using Neural Networks
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TIME-FREQUENCY ANALYSIS USING NEURAL NETWORKS. De-blurred Time-Frequency Distributions Using Neural Networks

автор Imran S. издательство Книга по Требованию Химическая и лесная промышленность
Cтраниц 152        мягкая обложка       
Аннотация: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 work in this monograph is divided in three parts. 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.
Автор: Imran S.
Издательство: Книга по Требованию
Год:2010
Цена:
2415 руб
Нет в наличии
Поиск: TIME-FREQUENCY ANALYSIS USING NEURAL NETWORKS. De-blurred Time-Frequency Distributions Using Neural Networks
НОВЫЙ ГОД СИМВОЛ 2013 ГОДАУКРАШЕНИЯ
КАРНАВАЛ НА НОВЫЙ ГОД РАСПРОДАЖА
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Программа исследования функций

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