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作者:

Li, Xiu-Zhi (Li, Xiu-Zhi.) | Gong, Yue (Gong, Yue.) | Zhang, Xiang-Yin (Zhang, Xiang-Yin.) | Jia, Song-Min (Jia, Song-Min.) (学者:贾松敏) | Liang, Xing-Nan (Liang, Xing-Nan.)

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EI Scopus PKU CSCD

摘要:

This paper mainly studies the problem of autonomous exploration of mobile robots under indoor unknown environment, and proposes an improved strategy. Firstly, a method is proposed to extract the target point based on the accessible area to supplement the defects of the original method in the special environment structure. Then, a real-time topology map construction and optimization method based on laser data and grid map information is proposed, which makes the exploration map more streamlined and the exploration process is more efficient. Finally, the improved obstacle avoidance module is used to achieve the robot's motion control and reach the goal safetly. At the same time, the system adopts the distributed structure under robot operating system (ROS), allocates the whole algorithm to the client and the server reasonably, and reduces the hardware requirement of the system. Field experiments show that the proposed method has good performance, and offers advantages with respect to map building and obstacle avoidance in complex and unknown indoor environment. © 2019, Editorial Office of Control and Decision. All right reserved.

关键词:

Collision avoidance Mobile robots Navigation

作者机构:

  • [ 1 ] [Li, Xiu-Zhi]Faculty of Information Technology, Beijing University of Technology, Beijing; 100124, China
  • [ 2 ] [Li, Xiu-Zhi]Engineering Research Center of Digital Community, Ministry of Education, Beijing; 100124, China
  • [ 3 ] [Gong, Yue]Faculty of Information Technology, Beijing University of Technology, Beijing; 100124, China
  • [ 4 ] [Gong, Yue]Engineering Research Center of Digital Community, Ministry of Education, Beijing; 100124, China
  • [ 5 ] [Zhang, Xiang-Yin]Faculty of Information Technology, Beijing University of Technology, Beijing; 100124, China
  • [ 6 ] [Zhang, Xiang-Yin]Engineering Research Center of Digital Community, Ministry of Education, Beijing; 100124, China
  • [ 7 ] [Jia, Song-Min]Faculty of Information Technology, Beijing University of Technology, Beijing; 100124, China
  • [ 8 ] [Jia, Song-Min]Engineering Research Center of Digital Community, Ministry of Education, Beijing; 100124, China
  • [ 9 ] [Liang, Xing-Nan]Faculty of Information Technology, Beijing University of Technology, Beijing; 100124, China
  • [ 10 ] [Liang, Xing-Nan]Engineering Research Center of Digital Community, Ministry of Education, Beijing; 100124, China

通讯作者信息:

  • [li, xiu-zhi]faculty of information technology, beijing university of technology, beijing; 100124, china;;[li, xiu-zhi]engineering research center of digital community, ministry of education, beijing; 100124, china

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来源 :

Control and Decision

ISSN: 1001-0920

年份: 2019

期: 6

卷: 34

页码: 1227-1233

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次: 3

ESI高被引论文在榜: 0 展开所有

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近30日浏览量: 2

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