Mobile robot location algorithm based on image processing technology

被引:7
|
作者
Wu, Guifeng [1 ]
Zheng, Jie [1 ]
Bao, Jiatong [1 ]
Li, Shengquan [1 ]
机构
[1] Yangzhou Univ, Dept Elect Engn, 196 Huayang West Rd, Yangzhou 225127, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Mobile robot; Positioning and tracking; Image processing technology;
D O I
10.1186/s13640-018-0352-0
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
To improve the reconfigurable micro mobile robot cluster system based on precision detection, a positioning and tracking system based on computer digital image processing technology was developed. The system consisted of three subsystems: image acquisition and preprocessing subsystem, rapid positioning subsystem based on robot marker recognition, and tracking subsystem based on position estimation. First, after studying the related algorithms in the subsystem, the threshold selection method of adaptive gray weight conversion was proposed for image preprocessing. Then, a fast positioning method based on marker recognition for miniature mobile robots was proposed. The selection of micro-robot markers and the basis for judging the selection of moments were given. A triangular projection positioning method was implemented, and related experimental results were given. Finally, the windowing scanning algorithm was optimized. According to the speed and direction of the robot, a tracking algorithm for position estimation was proposed. Through the simulation experiment, the effect of system positioning tracking and the system reference time in 0.270s were given. The results showed that the system had high real-time performance.
引用
收藏
页数:8
相关论文
共 50 条
  • [31] Image-processing in remote interactive control for mobile robot
    College of Mechanical Engineering and Automation, Fu'zhou University, Fuzhou 350002, China
    Yi Qi Yi Biao Xue Bao, 2008, SUPPL. (312-316): : 312 - 316
  • [32] Control of Mobile Robot to Track Target by Using Image Processing
    Truong, Quang Thinh
    Ngo, Ha Quang Thinh
    Thanh Phuong Nguyen
    Hung Nguyen
    PROCEEDINGS OF 2019 INTERNATIONAL CONFERENCE ON SYSTEM SCIENCE AND ENGINEERING (ICSSE), 2019, : 1 - 5
  • [33] Control of a wheeled mobile robot with two image processing grades
    Nakashima, T
    Yakoh, T
    Murakami, T
    Ohnishi, K
    6TH INTERNATIONAL WORKSHOP ON ADVANCED MOTION CONTROL, PROCEEDINGS, 2000, : 586 - 589
  • [34] The Location and Navigation Methods for the Mobile Robot Based on RSSI
    Yu Jintao
    Li Junling
    Jiang Haitao
    PROCEEDINGS OF 2009 CONFERENCE ON COMMUNICATION FACULTY, 2009, : 455 - 458
  • [35] The Location and Navigation Methods for the Mobile Robot Based on RSSI
    Yu Jintao
    Li Junling
    Jiang Haitao
    PROCEEDINGS OF 2009 CONFERENCE ON COMMUNICATION FACULTY, 2009, : 459 - 462
  • [36] Formation System of Mobile Robot Based on Vision Location
    Shuai, Junfeng
    Yu, Feng
    Yan, Bingbing
    Feng, Xiaoming
    PROCEEDINGS OF THE 2016 2ND WORKSHOP ON ADVANCED RESEARCH AND TECHNOLOGY IN INDUSTRY APPLICATIONS, 2016, 81 : 924 - 928
  • [37] A Study on the Location System based on Zigbee for Mobile Robot
    Lei, Zhang
    Shen, Zhang
    Tao, Leng Chun
    MATERIAL SCIENCE, CIVIL ENGINEERING AND ARCHITECTURE SCIENCE, MECHANICAL ENGINEERING AND MANUFACTURING TECHNOLOGY II, 2014, 651-653 : 612 - +
  • [38] Location Algorithm Implementation using Kalman Filter Applied to a Mobile Robot
    Andrade, Jaime Andres Gonzalez
    Santana, Alfredo Diaz
    Carrillo, Gerardo Velazquez
    PROCEEDINGS OF THE 2011 INTERNATIONAL TECHNICAL MEETING OF THE INSTITUTE OF NAVIGATION, 2011, : 1102 - 1108
  • [39] Research on Image Processing Algorithm of Placement Machine Component Location Based on Machine Vision
    Wang, Liping (wanglip_tl@163.com), 1600, Springer Science and Business Media Deutschland GmbH (1133 LNEE):
  • [40] Crack Defect Detection Processing Algorithm and Method of MEMS Devices Based on Image Processing Technology
    Zheng, Yu
    Li, Susu
    Xiang, Yuan
    Zhu, Zhenxing
    IEEE ACCESS, 2023, 11 : 126323 - 126334