P‐2.32: Six‐degree‐of‐freedom Platform Motion Anomaly Prediction Technology Based on Binocular Vision

Author:

Qiu Jiahui1,Li Zhengping1,li Ying1,Wang Lijun1

Affiliation:

1. North China University of Technology Beijing China

Abstract

Binocular stereo vision is based on the principle of parallax and uses imaging equipment to obtain two images of the measured object from different positions, and obtains the three-dimensional geometric information of the object by calculating the position deviation between the corresponding points of the image. As an important execution component of the six-degree-of-freedom platform in the flight simulator, the electric cylinder can undertake the important task of dynamic simulation, and its abnormal working state directly affects the training effect and life safety of the flight simulator users. In this paper, the electric cylinder position pose is obtained by the three-dimensional point cloud method, and the improved active learning anomaly detection algorithm is proposed to predict the electric cylinder position posture, so as to determine whether the platform electric cylinder fails.

Publisher

Wiley

Subject

General Medicine

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3. A survey of data mining and machine learning methods for cyber security intrusion detection[J];Buczak AL;IEEECommunicationsSurveys&Tutorials,2017

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