Overview of metro train driving technology development:from manual driving to intelligent unmanned driving

Based on the current development status of subway train driving technology in China and abroad, the four stages of subway train driving technology development were proposed and explained as manual driving, automatic driving, unmanned driving, and intelligent unmanned driving.After summarizing the co...

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書目詳細資料
發表在:智能科学与技术学报
Main Authors: Wenzhu LAI, Dewang CHEN, Zhenfeng HE, Xinguo DENG, CARLO Marano GIUSEPPE
格式: Article
語言:中文
出版: POSTS&TELECOM PRESS Co., LTD 2022-09-01
主題:
在線閱讀:http://www.cjist.com.cn/thesisDetails#10.11959/j.issn.2096-6652.202204
實物特徵
總結:Based on the current development status of subway train driving technology in China and abroad, the four stages of subway train driving technology development were proposed and explained as manual driving, automatic driving, unmanned driving, and intelligent unmanned driving.After summarizing the construction situation of unmanned subway trains in China, the disadvantages of the current train control methods based on neural network-based machine learning methods were addressed.Then, the basic block diagram of metro intelligent unmanned driving based on man-machine hybrid intelligence was put forward and the deep fuzzy system was introduced.A promising solution for the combination of expert experience in dealing with emergency and interpretable AI algorithms for unmanned driving system to evolve into intelligent unmanned driving was provided.
ISSN:2096-6652