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A Sensorless State Estimation for A Safety-Oriented Cyber-Physical System in Urban Driving: Deep Learning Approach

Mohammad Al-Sharman David Murdoch Dongpu Cao Chen Lv Yahya Zweiri Derek Rayside William Melek

自动化学报(英文版)2021,Vol.8Issue(1):169-178,10.
自动化学报(英文版)2021,Vol.8Issue(1):169-178,10.DOI:10.1109/JAS.2020.1003474

A Sensorless State Estimation for A Safety-Oriented Cyber-Physical System in Urban Driving: Deep Learning Approach

A Sensorless State Estimation for A Safety-Oriented Cyber-Physical System in Urban Driving: Deep Learning Approach

Mohammad Al-Sharman 1David Murdoch 2Dongpu Cao 3Chen Lv 4Yahya Zweiri 5Derek Rayside 6William Melek1

作者信息

  • 1. Department of Electrical and Computer Engineering, University of Waterloo, Waterloo N2L 3G1, Canada
  • 2. Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo N2L 3G1, Canada
  • 3. Cognitive Autonomous Driving Lab, University of Waterloo, Waterloo N2L 3G1, Canada
  • 4. School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 999002, Singapore
  • 5. Faculty of Science, Engineering and Computing, Kingston University London, London SW153DW, UK
  • 6. Khalifa University Center for Autonomous Robotic Systems, Department of Aerospace Engineering, Khalifa University, Abu Dhabi 127788, UAE
  • 折叠

摘要

关键词

Brake pressure state estimation/cyber-physical system (CPS)/deep learning/dropout regularization approach

Key words

Brake pressure state estimation/cyber-physical system (CPS)/deep learning/dropout regularization approach

引用本文复制引用

Mohammad Al-Sharman,David Murdoch,Dongpu Cao,Chen Lv,Yahya Zweiri,Derek Rayside,William Melek..A Sensorless State Estimation for A Safety-Oriented Cyber-Physical System in Urban Driving: Deep Learning Approach[J].自动化学报(英文版),2021,8(1):169-178,10.

自动化学报(英文版)

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