Tractor steering teleoperation control with fuzzy PID algorithm based on delay time measurement with timestamp

被引:0
作者
Li, Jiacheng [1 ]
Lu, Wei [1 ]
Li, Yankai [2 ]
Zeng, Mengjie [1 ]
Wang, Ling [1 ]
Zhang, Yongnian [1 ]
机构
[1] Nanjing Agr Univ, Coll Engn, Nanjing, Peoples R China
[2] Nanjing Univ Aeronaut & Astronaut, Coll Automat Engn, Nanjing, Peoples R China
来源
2020 CHINESE AUTOMATION CONGRESS (CAC 2020) | 2020年
基金
中国国家自然科学基金;
关键词
Teleoperation; timestamp; tractor; human in loop;
D O I
10.1109/CAC51589.2020.9326587
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Because of the labor shortage and aging of population in rural areas, and considering of the technological limitations nowadays, the tele-operational driving robot of human-in-loop is developed to help people to drive a tractor without physical attendance. The time delay control is vital for remote control of tractor steering because of the changeable weather condition and communication channel which leads to communication time delay. Firstly, the timestamp method is utilizing to measure the random time delay to transfer the problem of random time delay control to constant time delay control. Then the PM controller suitable for different time delay is study and the fuzzy controller is using to adjust the control parameters dynamically. Finally, design the experiment to evaluate the position tracking performance of the proposed algorithm which shows that the average and maximum position tracking errors are 10cm and 18cm respectively under the random time delay ranged from 0 to 1000 ms. The results indicate that the tractor steering teleoperation control with the fuzzy PID algorithm based on delay time measurement with timestamp has good tracking performance, strong robustness and important application prospects in intelligent agricultural industry.
引用
收藏
页码:1553 / 1558
页数:6
相关论文
共 14 条
  • [1] Alma R. R., 2018, ADV TOPICS COMPUTER, P349
  • [2] Almali M N, 2015, INT J SCI RES INFORM, V1
  • [3] [Anonymous], 2018, ADV HUMAN FACTORS RO
  • [4] Adaptive Fuzzy Backstepping Control for Stable Nonlinear Bilateral Teleoperation Manipulators With Enhanced Transparency Performance
    Chen, Zheng
    Huang, Fanghao
    Yang, Chunning
    Yao, Bin
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2020, 67 (01) : 746 - 756
  • [5] Kebria P. M., 2019, IEEE T CYBERNETICS, P1
  • [6] LEE S, 2016, J AGR MACHINERY, V6, P37, DOI DOI 10.1016/J.EML.2015.11.005
  • [7] Martin H., 1992, ACTIVE PERCEPTION RO, P321
  • [8] Development and evaluation of a remotely controlled and monitored self-propelled sprayer in tomato crops
    Penido, Edilus de Carvalho Castro
    Teixeira, Mauri Martins
    Fernandes, Haroldo Carlos
    Monteiro, Paulo Barros
    Cecon, Paulo Roberto
    [J]. REVISTA CIENCIA AGRONOMICA, 2019, 50 (01): : 8 - 17
  • [9] Mobile Edge Cloud for Robot Control Services in Industry Automation
    Tsokalo, Ievgenii A.
    Wu, Huanzhuo
    Nguyen, Giang T.
    Salah, Hani
    Fitzek, Frank H. P.
    [J]. 2019 16TH IEEE ANNUAL CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE (CCNC), 2019,
  • [10] A Passivity-Shortage Based Control Design for Teleoperation With Time-Varying Delays
    Venkateswaran, Deepalakshmi Babu
    Qu, Zhihua
    [J]. IEEE ROBOTICS AND AUTOMATION LETTERS, 2020, 5 (03) : 4070 - 4077