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PRI METHOD FOR RECOGNIZING PRI MODULATION TYPE USING NEURAL NETWORK FUSE WITH GENETIC ALGORITHM AND APPARATUS THEREOF
PRI METHOD FOR RECOGNIZING PRI MODULATION TYPE USING NEURAL NETWORK FUSE WITH GENETIC ALGORITHM AND APPARATUS THEREOF
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机译:遗传算法的神经网络融合识别PRI调制类型的PRI方法及其装置
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摘要
The present invention relates to a method for recognizing a PRI modulation type and a device thereof, capable of being easily automated due to a simplified algorithm, lowering time complexity, and improving a modulation type recognition ratio. The method for recognizing a PRI modulation type according to the present invention comprises: a step of training a neural network using a heredity algorithm; a step of generating a DDTOA code using the time of arrival (TOA) of an input pulse; a step of generating a DDTOA matrix from the DDTOA code; a step of extracting seven PRI modulation type elements from the DDTOA matrix; a step of recognizing the PRI modulation type by inputting the seven elements to the neural network and outputting an output layer result of the neural network; a step of generating a result code from the output layer result of the neural network; and a step of recognizing the PRI modulation type by comparing the result code with a predetermined PRI modulation code.
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