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Apparatus for detecting interference objects based on deep learning in wireless power transmission and method therefor

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

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.
机译:根据本发明实施例的用于检测基于深度学习的无线电力传输之间的干扰对象的装置收集多个数据,而发射器将电力发送到接收器,并且在分类之后将收集的数据划分为多种类型,数据处理单元,其提供分类为多种类型的多个数据,以及通过在其包括的多个数据的多个数据上执行根据每个人工神经网络算法执行操作来计算中间值的多个中间值包括判别模型的多个鉴别器和包括合并判别模型的合并鉴别器,其输出通过根据中间值的人工神经网络算法执行操作来输出指示干扰对象存在的概率的最终值。

著录项

  • 公开/公告号KR20210072176A

    专利类型

  • 公开/公告日2021-06-17

    原文格式PDF

  • 申请/专利权人 한국전자기술연구원;

    申请/专利号KR1020190161302

  • 发明设计人 임용석;김용성;임태범;박용주;

    申请日2019-12-06

  • 分类号H02J50/60;B60L53/124;G06N3/02;

  • 国家 KR

  • 入库时间 2022-08-24 19:49:17

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