TIME-FREQUENCY ANALYSIS USING NEURAL NETWORKS
Imran Shafi
Broschiertes Buch

TIME-FREQUENCY ANALYSIS USING NEURAL NETWORKS

De-blurred Time-Frequency Distributions Using Neural Networks

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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 concent...