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METHOD FOR GRADUALLY TRAINING PRECISION MAGNETIC FIELD CONTROL SYSTEM FOR CONTROLLING THREE-DIMENSIONAL POSITION OF MICRO/NANO ROBOT
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Title
METHOD FOR GRADUALLY TRAINING PRECISION MAGNETIC FIELD CONTROL SYSTEM FOR CONTROLLING THREE-DIMENSIONAL POSITION OF MICRO/NANO ROBOT
Alternative Title
GRADUAL LEARNING METHOD OF PRECISION MAGNETIC FIELD CONTROL SYSTEM CONTROLLING 3-DIMENSIONAL POSITION OF MICRO/NANO ROBOT
Country
UN
Application Date
2023-12-21
Application No.
PCT/KR2023/021209
Registration Date
2024-07-04
Publication No.
2024144089
Assignee
DAEGU GYEONGBUK INSTITUTE OF SCIENCE AND TECHNOLOGY,재단법인대구경북과학기술원
URI
https://scholar.dgist.ac.kr/handle/20.500.11750/58799 PCT/KR2023/021209
Abstract
Disclosed is a method for training an artificial neural network capable of precision control of a magnetic robot. A method for gradually training an artificial neural network for controlling a magnetic robot, whereby the three-dimensional position of the magnetic robot is controlled, comprises: a primary training step in which a processor trains the artificial neural network to control the three-dimensional position of the magnetic robot in simulation environments; a secondary training step in which the processor additionally trains the artificial neural network to control the two-dimensional position of the magnetic robot in real-life environments after the primary training step; a tertiary training step in which the processor additionally trains the artificial neural network to control the three-dimensional position of the magnetic robot in real-life environments after the secondary training step; and a precision training step in which the processor additionally trains the artificial neural network to control the three-dimensional position of the magnetic robot in real-life environments having a preset restricted radius after the tertiary training step.
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