Control of a path following caterpillar robot based on a sliding mode variable structure algorithm

被引:38
|
作者
Li, Zhiqiang [1 ]
Chen, Liqing [1 ,2 ]
Zheng, Quan [1 ,2 ]
Dou, Xianyao [1 ]
Yang, Lu [1 ]
机构
[1] Anhui Agr Univ, Coll Engn, Hefei 230036, Anhui, Peoples R China
[2] Anhui Prov Engn Lab Intelligent Agr Machinery & E, Hefei 230036, Anhui, Peoples R China
关键词
Sliding mode variable structure control; Path following joint simulation; Tracked robot; Tall crops; Plant protection; Crop rows; TRACKING CONTROL;
D O I
10.1016/j.biosystemseng.2019.07.004
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
Tracked plant protection robots operating in soft, sticky soil and complex environments such as during the middle and late stages of maize cultivation can deviate significantly from their desired path. A path following control algorithm of for a tracked robot based on a sliding mode variable structure algorithm and the control system was developed. A dynamic model of the interaction between tracked chassis and soil underneath using specific fluctuation characteristics and soft soil conditions was established using multi-body dynamic simulation software. The control system was developed in MATLAB/Simulink and a joint simulation test is carried out. The simulation results show that the sliding mode variable structure algorithm could achieve better control. Field tests were carried out and the results showed that the maximum path deviation for the tracked robot using control based the algorithm was 70 mm, and the average path deviation was 30 mm. There were no out-of-control phenomena. The robot was able to carry out effective late season plant protection operations among the maize rows realising human-machine separation and environmental prevention and control. (C) 2019 IAgrE. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:293 / 306
页数:14
相关论文
共 50 条
  • [41] Motion control of a space robot based on an optimized variable gain sliding mode control method
    Yao, He
    Shi, Lingling
    Xiao, Xiaolong
    PROCEEDINGS OF 2021 2ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INFORMATION SYSTEMS (ICAIIS '21), 2021,
  • [42] Sliding Mode Variable Structure Control Based on Ideal Reaching Law
    Tang, Shu-hong
    Gao, Cun-chen
    Liu, Yun-long
    Meng, Bo
    2011 INTERNATIONAL CONFERENCE ON FUTURE COMPUTERS IN EDUCATION (ICFCE 2011), VOL III, 2011, : 29 - 33
  • [43] Variable structure control for sliding mode of tank stabilizator based on optimization
    Sun, C.
    Chen, J.
    Dou, L.
    Binggong Xuebao/Acta Armamentarii, 2001, 22 (01): : 15 - 18
  • [44] PWM rectifier research based on sliding mode variable structure control
    Fan, Wenchao
    Bao, Guangqing
    2011 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, 2011, : 675 - +
  • [45] Global sliding mode variable structure control based on neural network
    Wang, Zhen-Yan
    Zhang, Jing-Gang
    Chen, Zhi-Mei
    Song, Yuan-Qi
    Xitong Fangzhen Xuebao / Journal of System Simulation, 2007, 19 (11): : 2523 - 2526
  • [46] Robust control of synchronous motor based on sliding mode variable structure
    Cui J.-R.
    Gao J.-F.
    Zhang B.
    Li Q.
    Dianji yu Kongzhi Xuebao/Electric Machines and Control, 2016, 20 (05): : 84 - 89
  • [47] Sliding Mode Based Path Following Nonlinear Control for Underactuated Surface Vessels
    Meng, Wei
    Guo, Chen
    2014 11TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2014, : 3061 - 3066
  • [48] Path Following of an Underactuated AUV Based on Fuzzy Backstepping Sliding Mode Control
    Liang, Xiao
    Wan, Lei
    Blake, James I. R.
    Shenoi, R. Ajit
    Townsend, Nicholas
    INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2016, 13
  • [49] Sliding mode control with Soft Computing based Path Planning Wheeled Mobile Robot
    Suganya, K.
    Arulmozhi, V.
    2017 4TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING AND COMMUNICATION SYSTEMS (ICACCS), 2017,
  • [50] Fuzzy-sliding mode control of a polishing robot based on genetic algorithm
    Go, SJ
    Lee, MC
    Park, MK
    KSME INTERNATIONAL JOURNAL, 2001, 15 (05): : 580 - 591