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Adaptive Control of Mobile Manipulators with Nonlinear Friction Cone and Switching Constraints

机译:具有非线性摩擦锥和切换约束的移动机械臂的自适应控制。

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A non-minimal order model for mobile manipulation subject to many nonlinear constraints can handle a multi-objective control problem. In this paper, the task space controller is designed based on a reduced dynamic model. We present the the fundamental properties of non-minimal order dynamic model. According to this dynamics the adaptive control of mobile manipulation subject to these constraints is proposed, which could deal with uncertain dynamics. The input saturation and unknown dynamics are solved by adaptive control which used neural network. Moreover, the non-minimal order dynamics does not need to redesign other controllers while switching from one task to another. We evaluate our method by several experiments, the results demonstrate the validity of the robustness and effectiveness.
机译:受到许多非线性约束的用于移动操纵的非最小阶模型可以处理多目标控制问题。本文基于简化的动力学模型设计了任务空间控制器。我们介绍了非最小阶动态模型的基本性质。根据这种动力学,提出了受这些约束的移动操纵的自适应控制,它可以处理不确定的动力学。输入饱和度和未知动力学通过使用神经网络的自适应控制来解决。而且,非最小阶动力学不需要在从一项任务切换到另一项任务时重新设计其他控制器。我们通过几个实验评估我们的方法,结果证明了鲁棒性和有效性的有效性。

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