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Device for generating a simulated sea clutter data set, method and computer program therefor
Device for generating a simulated sea clutter data set, method and computer program therefor
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机译:生成模拟海杂波数据集的装置,方法和计算机程序
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摘要
Device for generating a set of simulated sea clutter data, associated method and computer program This method for generating a set of simulated sea clutter data, is based on a generation module (16) integrating a first neural network and on a discrimination module (26) integrating a second neural network and implements, in a phase of simultaneous training of neural networks, a common optimization algorithm using training data ( De) corresponding to real data of the sea clutter, to iteratively and simultaneously converge the neural networks so that the generation module provides simulated data which are more and more similar to the training data, while the module discrimination is becoming more and more restrictive on what can constitute data similar to training data. The method further includes an operating phase of producing simulated sea clutter data from the final generation module. Figure for the abstract: Figure 1
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