Zhang Xin, Qin Dongchen, Wang Shuting, Xie Yuanlong, Li Hu, Li Shiqi
School of Mechanical and Power Engineering, Zhengzhou University, Zhengzhou 450001, China.
School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan 430074, China.
Entropy (Basel). 2022 Dec 23;25(1):27. doi: 10.3390/e25010027.
Nonholonomic four-wheeled mobile robot (NFMR) is a typical multiple input-multiple output system that formulates its kinematic dynamics concerning position and attitude in a parallel manner. However, due to the lumped disturbances and interconnected states, demand-satisfied performance is difficult to obtain for existing coupled control solutions. To address this problem, a double-loop sliding-mode control (DLSMC) mechanism is proposed for achieving position/attitude cascade regulation. For the outer position tracking loop in the proposed scheme, a sliding mode control method of the bounded time-varying integral nonsingular terminal is designed to guarantee fast tracking in the presence of large initial errors and input saturation. On the other hand, for the inner attitude control loop, a novel adaptive barrier function-based sliding-mode control method is proposed without control gain overestimation. This enables the attitude to follow within a predefined vicinity of the sliding mode surface and holds it subsequently independent of the lumped uncertainties. Theoretical analysis is conducted to demonstrate the asymptotic stability. Comparative experiments implemented on a homemade NFMR show enhanced trajectory tracking performance and system robustness using position/attitude cascade regulation via the proposed DLSMC mechanism.
非完整四轮移动机器人(NFMR)是一种典型的多输入多输出系统,它以并行方式建立其关于位置和姿态的运动动力学。然而,由于集中干扰和相互关联的状态,现有耦合控制解决方案难以获得满足需求的性能。为了解决这个问题,提出了一种双环滑模控制(DLSMC)机制,以实现位置/姿态级联调节。在所提出的方案中,对于外部位置跟踪环,设计了一种有界时变积分非奇异终端的滑模控制方法,以确保在存在大初始误差和输入饱和的情况下实现快速跟踪。另一方面,对于内部姿态控制环,提出了一种基于新型自适应障碍函数的滑模控制方法,避免了控制增益的过高估计。这使得姿态能够在滑模面的预定邻域内跟踪并随后保持在该邻域内,而与集中不确定性无关。进行了理论分析以证明渐近稳定性。在自制的NFMR上进行的对比实验表明,通过所提出的DLSMC机制进行位置/姿态级联调节,轨迹跟踪性能和系统鲁棒性得到了增强。