On the explicit Hermitian solutions of the continuous-time algebraic Riccati matrix equation for controllable systems

IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS IET Control Theory and Applications Pub Date : 2024-01-09 DOI:10.1049/cth2.12618
Liangyin Zhang, Michael Z. Q. Chen, Zhiwei Gao, Lifeng Ma
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Abstract

This paper proposes explicit solutions for the algebraic Riccati matrix equation. For single-input systems in controllable canonical form, the explicit Hermitian solutions of the non-homogeneous Riccati equation are obtained using the entries of the system matrix, the closed-loop system matrix, and the weighting matrix. The unknown entries of the closed-loop system matrix are solved by scalar quadratic equations. For a homogeneous Riccati equation with a zero weighting matrix, the explicit solutions are proposed analytically in terms of the system eigenvalues. The advantages of the explicit solutions are threefold: first, if the system is controllable, the solution is directly given and the invariant subspaces of the Hamiltonian matrix are not required; second, if the system is near singularity, the explicit solution has higher numerical precision compared with the solution computed by numerical algorithms; third, for a real system in the controllable canonical form, the non-negativity can be analysed for the explicit almost stabilizing solution.

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论可控系统连续时间代数里卡提矩阵方程的显式赫米特解
本文提出了代数里卡提矩阵方程的显式解。对于可控典型形式的单输入系统,利用系统矩阵、闭环系统矩阵和加权矩阵的阶数,得到非均质里卡蒂矩阵方程的显式赫米特解。闭环系统矩阵的未知项通过标量二次方程求解。对于权重矩阵为零的同质 Riccati 方程,可根据系统特征值通过分析提出显式解。显式解的优点有三:第一,如果系统是可控的,则直接给出解,不需要哈密顿矩阵的不变子空间;第二,如果系统接近奇异性,则显式解与数值算法计算的解相比,具有更高的数值精度;第三,对于可控规范形式的实系统,可以分析显式近似稳定解的非负性。
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来源期刊
IET Control Theory and Applications
IET Control Theory and Applications 工程技术-工程:电子与电气
CiteScore
5.70
自引率
7.70%
发文量
167
审稿时长
5.1 months
期刊介绍: IET Control Theory & Applications is devoted to control systems in the broadest sense, covering new theoretical results and the applications of new and established control methods. Among the topics of interest are system modelling, identification and simulation, the analysis and design of control systems (including computer-aided design), and practical implementation. The scope encompasses technological, economic, physiological (biomedical) and other systems, including man-machine interfaces. Most of the papers published deal with original work from industrial and government laboratories and universities, but subject reviews and tutorial expositions of current methods are welcomed. Correspondence discussing published papers is also welcomed. Applications papers need not necessarily involve new theory. Papers which describe new realisations of established methods, or control techniques applied in a novel situation, or practical studies which compare various designs, would be of interest. Of particular value are theoretical papers which discuss the applicability of new work or applications which engender new theoretical applications.
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