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Distributed finite-time coordinated tracking control for multiple Euler-Lagrange systems with input nonlinearity

机译:具有输入非线性的多个Euler Lagrange系统的分布式有限时间协调跟踪控制

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摘要

In this paper, distributed finite-time coordinated tracking control for multiple Euler-Lagrange systems with input nonlinearity is investigated by using backstepping design technique under directed topology. The controller is designed under the condition that the information of the dynamic leader is available to only a subset of the followers. We first design an auxiliary variable relating to trajectory errors among neighbor agents. Then a distributed finite-time tracking control algorithm is developed where two neural networks are used to approximate the nonlinear model uncertainties and input nonlinearity, respectively. When considering that there exists incomplete known state for each follower, a modified distributed finite-time tracking control strategy is designed by utilizing high-gain observers. Based on backstepping method, finite-time technique, and graph theory, both proposed control strategies guarantee that tracking errors between each follower and the leader could be ultimately bounded in finite time. Numerical simulations show the superiorities of the proposed protocols by comparisons with existing methods.
机译:本文通过指向拓扑下的反向设计技术研究了多个Euler-Lagrange系统的分布式有限时间协调跟踪控制。该控制器的设计在于动态领导者的信息仅适用于追随者的子集。我们首先设计一个与邻居代理之间的轨迹错误相关的辅助变量。然后,开发了分布式有限时间跟踪控制算法,其中两个神经网络用于近似非线性模型不确定性和输入非线性。当考虑到每个跟随器存在不完整的已知状态时,通过利用高增益观察者来设计修改的分布式有限时间跟踪控制策略。基于BackStepping方法,有限时间技术和图论,两个建议的控制策略都保证了每个跟随者和领导者之间的跟踪错误可能最终在有限时间内界定。数值模拟通过与现有方法的比较显示所提出的协议的优越性。

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