Performance-Oriented Coordinated Adaptive Robust Control for Four-Wheel Independently Driven Skid Steer Mobile Robot

被引:57
作者
Liao, Jianfeng [1 ]
Chen, Zheng [1 ,2 ]
Yao, Bin [1 ,3 ]
机构
[1] Zhejiang Univ, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Zhejiang, Peoples R China
[2] Zhejiang Univ, Ocean Coll, Hangzhou 310027, Zhejiang, Peoples R China
[3] Purdue Univ, Sch Mech Engn, W Lafayette, IN 47907 USA
基金
中国国家自然科学基金;
关键词
Mobile robot; skid steer; coordinated control; adaptive control; control allocation; EFFICIENT CONTROL ALLOCATION; TRACKING CONTROL; MOTION CONTROL; TELEOPERATION SYSTEMS; TRAJECTORY TRACKING; NEURAL-NETWORKS; VEHICLES; DISSIPATIVITY; ACTUATORS; DELAYS;
D O I
10.1109/ACCESS.2017.2754647
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Four-wheel independently driven skid-steered mobile robots are widely used in the fields of industrial automation and outdoor exploration. In most of existing controllers of skid-steered mobile robots, the wheel velocities are controlled independently to track the desired velocities from the high-level kinematic controller. However, this kind of control method may lead to chattering phenomenon of skid steered mobile robots in practice, when the desired velocity commands of four wheels are not matched under different ground conditions. In this paper, the coordinated control problem is investigated for the four-wheel independently driven skid steer mobile robots, so as to solve the chattering phenomenon and also achieve good control performance under different ground conditions. Since the mobile robots are over actuated and lack of suspension systems, a coordinated adaptive robust control scheme integrated with torque allocation technique is proposed. First, an adaptive robust control law is developed to attenuate the negative effects of load variations and uncertainties. Second, instead of directly giving the desired velocity commands, a torque control and allocation algorithm is developed to regulate the driving torque of each wheel motor. A coordinated control law with considering the wheel slip compensation is also proposed. Comparative experiments are carried out, and the results show the proposed scheme can avoid the chattering problem and achieve the excellent performance under different ground conditions.
引用
收藏
页码:19048 / 19057
页数:10
相关论文
共 35 条
[1]   Fault tolerant control using sliding modes with on-line control allocation [J].
Alwi, Halim ;
Edwards, Christopher .
AUTOMATICA, 2008, 44 (07) :1859-1866
[2]   Adaptive Energy-Efficient Control Allocation for Planar Motion Control of Over-Actuated Electric Ground Vehicles [J].
Chen, Yan ;
Wang, Junmin .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2014, 22 (04) :1362-1373
[3]   Design and Experimental Evaluations on Energy Efficient Control Allocation Methods for Overactuated Electric Vehicles: Longitudinal Motion Case [J].
Chen, Yan ;
Wang, Junmin .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2014, 19 (02) :538-548
[4]   Integrated adaptive robust control for multilateral teleoperation systems under arbitrary time delays [J].
Chen, Zheng ;
Pan, Ya-Jun ;
Gu, Jason .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2016, 26 (12) :2708-2728
[5]   A novel adaptive robust control architecture for bilateral teleoperation systems under time-varying delays [J].
Chen, Zheng ;
Pan, Ya-Jun ;
Gu, Jason .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2015, 25 (17) :3349-3366
[6]   μ-Synthesis-Based Adaptive Robust Control of Linear Motor Driven Stages With High-Frequency Dynamics: A Case Study [J].
Chen, Zheng ;
Yao, Bin ;
Wang, Qingfeng .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2015, 20 (03) :1482-1490
[7]   Accurate Motion Control of Linear Motors With Adaptive Robust Compensation of Nonlinear Electromagnetic Field Effect [J].
Chen, Zheng ;
Yao, Bin ;
Wang, Qingfeng .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2013, 18 (03) :1122-1129
[8]  
Elshazly O, 2014, 2014 UKACC INTERNATIONAL CONFERENCE ON CONTROL (CONTROL), P62, DOI 10.1109/CONTROL.2014.6915116
[9]   Comprehensive Framework for Tracking Control and Thrust Allocation for a Highly Overactuated Autonomous Surface Vessel [J].
Feemster, Matthew G. ;
Esposito, Joel M. .
JOURNAL OF FIELD ROBOTICS, 2011, 28 (01) :80-100
[10]   On Extended Dissipativity of Discrete-Time Neural Networks With Time Delay [J].
Feng, Zhiguang ;
Zheng, Wei Xing .
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 26 (12) :3293-3300