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Apparatus for detecting interference objects based on deep learning in wireless power transmission and method therefor
Apparatus for detecting interference objects based on deep learning in wireless power transmission and method therefor
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机译:基于无线电力传输中的深度学习检测干扰对象的装置和方法
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摘要
An apparatus for detecting an interference object between deep learning-based wireless power transmission according to an embodiment of the present invention collects a plurality of data while a transmitter transmits power to a receiver, and divides the collected data into a plurality of types After classification, a data processing unit that provides a plurality of data classified into a plurality of types, and a plurality of intermediate values for calculating an intermediate value by performing an operation according to each artificial neural network algorithm on a plurality of data of each corresponding type It includes a multiple discriminator including a discriminant model, and a merge discriminator including a merge discriminant model that outputs a final value indicating the probability that an interfering object exists by performing an operation according to an artificial neural network algorithm on the intermediate value.
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