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MIXED H~2-NORM SENSITIVITY MINIMIZATION IN THE DFT DOMAIN FOR CONTROL SYSTEM DESIGN

机译:控制系统设计中DFT域中的混合H〜2-范数灵敏度最小化

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摘要

In this paper, we deal with the problem of designing a feedback controller for linear time-invariant discrete-time systems that minimizes the H~2-norm of a mixed sensitivity criterion. Operating in the Discrete Fourier Transform (DFT) domain, we construct an l~2-space vector minimization problem that can be made arbitrarily close to the original H~2 problem if the size of the DFT becomes large. The advantage of using the proposed method is that the solution in the l~2-space can be analytically expressed, and it can be efficiently calculated via multichannel algorithms due to the particular structure of the matrices in the DFT domain. Thus, the computational complexity of the approach introduced is small despite the relatively larger dimension of the matrices involved. The method is demonstrated through examples.
机译:在本文中,我们处理的问题是为线性时不变离散时间系统设计一个反馈控制器,该控制器最小化混合灵敏度准则的H〜2范数。在离散傅立叶变换(DFT)域中进行操作,我们构造了一个1〜2空间向量最小化问题,如果DFT的大小变大,则该问题可以任意接近原始H〜2问题。使用所提出的方法的优点在于,可以解析地表达1-2空间中的解,并且由于DFT域中矩阵的特定结构,可以通过多通道算法来有效地计算该解。因此,尽管所涉及的矩阵相对较大,引入的方法的计算复杂度却很小。通过示例演示该方法。

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