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Simultaneous LQ control of a set of LTI systems using constrained generalized sampled-data hold functions

机译:使用约束的广义采样数据保持功能对一组LTI系统进行同时LQ控制

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摘要

In this paper, sampled-data control of a set of continuous-time LTI systems is considered. It is assumed that a predefined guaranteed continuous-time quadratic cost function, which is, in fact, the sum of the performance indices for all systems, is given. The main objective here is to design a decentralized periodic output feedback controller with a prespecified form, e.g., polynomial, piecewise constant, exponential, etc., which minimizes the above mentioned guaranteed cost function. This problem is first formulated as a set of matrix inequalities, and then by using a well-known technique, it is reformulated as a LMI problem. The set of linear matrix inequalities obtained provides necessary and sufficient conditions for the existence of a decentralized optimal simultaneous stabilizing controller with the prespecified form (rather than a general form). Moreover, an algorithm is presented to solve the resultant LMI problem. Finally, the efficiency of the proposed method is demonstrated in two numerical examples.
机译:在本文中,考虑了一组连续时间LTI系统的采样数据控制。假设给出了预定义的保证连续时间二次成本函数,实际上,它是所有系统的性能指标之和。这里的主要目的是设计一种具有预定形式(例如多项式,分段常数,指数等)的分散式周期性输出反馈控制器,其最小化了上述保证成本函数。首先将这个问题表述为一组矩阵不等式,然后通过使用众所周知的技术将其重新表述为LMI问题。获得的线性矩阵不等式集合为存在具有预定形式(而不是一般形式)的分散最优同时稳定控制器提供了必要和充分的条件。此外,提出了一种算法来解决由此产生的LMI问题。最后,在两个数值例子中证明了该方法的有效性。

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