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VS-type stabilization of MRAC controllers using robust fixed point transformations

机译:使用可靠的定点变换的MRAC控制器的VS型稳定化

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摘要

Nowadays, control of dynamical systems with uncertainties is a common problem. Many sulutions can be found in the literature, one of these methods is the family of Robust Fixed Point Transformations (RFPT) with local basin of attraction. The method is based on the idea that if someone has to use an approximate model in a control task, there is a function which, locally converging to the right solution, can reduce the disadvantages of the approximation. In this paper, authors show that though RFPT can loose its local convergensity, it can still improve a simple controller's results and this improvement makes the controller's behavior very similar to that of a sliding mode controller. The similarity includes the so called chattering effect, but a simple smoothing algorithm is also introuced to minimize the fluctuation of the control signal.
机译:如今,具有不确定性的动力学系统的控制已成为一个普遍的问题。在文献中可以找到许多解决方案,其中一种方法是具有局部吸引盆的鲁棒不动点变换(RFPT)族。该方法基于以下思想:如果某人必须在控制任务中使用近似模型,则存在一个函数,该函数在局部收敛至正确的解,可以减少近似的缺点。在本文中,作者表明,尽管RFPT可以放松其局部收敛性,但它仍然可以改善简单控制器的结果,并且这种改进使控制器的行为与滑模控制器的行为非常相似。相似之处包括所谓的抖振效应,但是还引入了一种简单的平滑算法以最小化控制信号的波动。

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