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Parallel Distance: A New Paradigm of Measurement for Parallel Driving

         

摘要

In this paper, a new paradigm named parallel distance is presented to measure the data information in parallel driving system. As an example, the core variables in the parallel driving system are measured and evaluated in the parallel distance framework. First, the parallel driving 3.0 system included control and management platform, intelligent vehicle platform and remote-control platform is introduced. Then,Markov chain(MC) is utilized to model the transition probability matrix of control commands in these systems. Furthermore, to distinguish the control variables in artificial and physical driving conditions, different distance calculation methods are enumerated to specify the differences between the virtual and real signals. By doing this, the real system can be guided and the virtual system can be im-proved. Finally, simulation results exhibit the merits and multiple applications of the proposed parallel distance framework.

著录项

  • 来源
    《自动化学报:英文版》 |2020年第4期|P.1169-1178|共10页
  • 作者单位

    the Vehicle Intelligence Pioneers Inc. Qingdao 266109the Department of Automotive Engineering Chongqing University Chongqing 400044 China;

    the Mechanical and Mechatronics Engineering Department Waterloo University N2L 3G1 Canada;

    the Vehicle Intelligence Pioneers Inc. Qingdao 266109the State Key Laboratory of Management and Control for Complex Systems Institute of Automation Chinese Academy of Sciences Beijing 100190 China;

    the Vehicle Intelligence Pioneers Inc. Qingdao 266109the School of Artificial Intelligence University of Chinese Academy of Sciences Beijing 100049 China;

    the Vehicle Intelligence Pioneers Inc. Qingdao 266109the School of Data and Computer Science Sun Yat-sen University Guangzhou 510006 China;

  • 原文格式 PDF
  • 正文语种 chi
  • 中图分类 计算技术、计算机技术;
  • 关键词

    Artificial and physical system; parallel distance; parallel driving 3.0; parallel system; rotational and accelerator signal;

    机译:人工和物理系统;平行距离;平行驱动3.0;平行系统;旋转和加速器信号;
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