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A direct model reference adaptive control for SISO linear time invariant systems with Super-Twisting-like terms

机译:具有类超扭曲项的SISO线性时不变系统的直接模型参考自适应控制

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Recently, the authors have proposed [2] a new Direct MRAC (Model Reference Adaptive Control) for SISO, relative degree 1, LTI systems, which has finite-time tracking and parameter convergence. These properties are obtained by adding some strong, i.e. non locally Lipschitz or discontinuous, nonlinearities to the controller and parameter estimation algorithm of the classical MRAC. The Reference Model (RM) in [2] has been restricted to a SPR transfer function with no zeroes. The objective of this paper is to show that the same algorithm used in [2] is valid for any RM, having an SPR transfer function with relative degree one. However, the zero dynamics of the RM precludes the finite time convergence, but the proposed algorithm still converges faster than the classical one. A Lyapunov-based approach is used to prove these properties. Some simulations illustrate how the proposed algorithm provides the MRAC with a much better convergence than the classical algorithm, even in the presence of noise, for RMs with zero dynamics.
机译:最近,作者提出了一种针对SISO的新的Direct MRAC(模型参考自适应控制),相对度为1,LTI系统具有有限时间跟踪和参数收敛性。这些特性是通过向经典MRAC的控制器和参数估计算法中添加一些强的(即非局部Lipschitz或不连续的)非线性来获得的。 [2]中的参考模型(RM)已被限制为无零的SPR传递函数。本文的目的是证明在[2]中使用的相同算法对于任何具有RMR相对阶数的SPR传递函数的RM是有效的。然而,RM的零动力学特性排除了有限的时间收敛性,但是所提出的算法仍然比经典算法收敛更快。基于李雅普诺夫的方法用于证明这些性质。一些仿真表明,对于动态为零的RM,即使在存在噪声的情况下,所提出的算法如何为MRAC提供比经典算法更好的收敛性。

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