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Backstepping-based Robust Control for WMR with A Boundary in Prior for the Uncertain Rolling Resistance

机译:具有不确定滚动阻力的基于Backstepping的WMR鲁棒控制

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In this study, we focus on the trajectory tracking control problem ofa wheeled mobile robot (WMR) in an uncertain dynamic environment. Concerningthe fact that the upper boundary may be usually achieved in prior according to thephysical properties of the terrain, this crucial message is utilized to construct thecontrollers. Firstly, a dynamic model for WMR including the rolling resistance ispresented, whose state variables are longitudinal and rotational velocities, as well asthe rotational angle of the mobile platform. Secondly, with the aid of backsteppingtechnique, the robust controllers based on the upper boundary are proposed and theglobally asymptotic stability of the closed-loop system is proven by the Lyapunovtheory in the following. Lastly, a saturation function is applied to replace the signumfunction, by which the inherent chattering can be suppressed greatly. Numericalsimulation results demonstrate that the proposed controllers with upper bound inprior possess robustness characteristics which yields potentially valuable applicationsfor the mobile robot, especially in the unstructured environment.
机译:在这项研究中,我们集中在不确定动态环境下的轮式移动机器人(WMR)的轨迹跟踪控制问题。关于通常可以根据地形的物理特性事先达到上限的事实,该关键信息被用于构造控制器。首先,提出了一种包括滚动阻力的WMR动力学模型,其状态变量为纵向和旋转速度以及移动平台的旋转角度。其次,借助后推技术,提出了一种基于上边界的鲁棒控制器,并在下面用李雅普诺夫理论证明了闭环系统的全局渐近稳定性。最后,应用饱和函数代替符号函数,从而可以极大地抑制固有的颤动。数值仿真结果表明,所提出的具有先验上限的控制器具有鲁棒性特征,这为移动机器人带来了潜在的有价值的应用,尤其是在非结构化环境中。

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