Balanced canonical forms for system identification

Bauer D.; Deistler M.

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Balanced canonical forms for system identification

机译：平衡的规范形式用于系统识别

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Parameterizations of linear state-space systems by balanced canonical forms are considered. The structure, in particular the topological properties, of these parameterizations are investigated. Based on these results an algorithm for identification obtained by optimizing a likelihood-type criterion function is proposed and analyzed. In the algorithm both the estimation of real-valued parameters and of integer parameters (defining dynamic specification) is incorporated. The analysis of the algorithm emphasizes consistency results

机译：考虑通过平衡规范形式对线性状态空间系统进行参数化。研究了这些参数化的结构，特别是拓扑特性。基于这些结果，提出并分析了通过优化似然类型准则函数获得的识别算法。在该算法中，实值参数和整数参数（定义动态规范）的估计都被合并。该算法的分析强调一致性结果

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《IEEE Transactions on Automatic Control》 |1999年第6期|p.1118-1131|共14页
作者
Bauer D.; Deistler M.;
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正文语种 eng
中图分类自动化系统;
关键词
MIMO systems; controllability; linear systems; matrix algebra; observability; parameter estimation; stability; state-space methods; topology; balanced canonical forms; consistency; dynamic specification; likelihood-type criterion function; linear state-space systems;

机译：MIMO系统;可控制性;线性系统;矩阵代数;可观测性;参数估计;稳定性;状态空间方法;拓扑结构;平衡规范形式;一致性;动态规范;似然类型准则函数;线性状态空间系统;

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专利

1. Balanced canonical forms for system identification [J] . Bauer D., Deistler M. IEEE Transactions on Automatic Control . 1999,第6期

机译：平衡的规范形式用于系统识别
2. Overlapping block-balanced canonical forms for various classes of linear systems [J] . Hanzon B., Ober RJ. Linear Algebra and its Applications . 1998,第1a3期

机译：各种线性系统的重叠块平衡规范形式
3. A balanced canonical form for discrete-time minimal systems using characteristic maps [J] . Hoffmann J., Zerz E., Pratzel-Wolters D. Linear Algebra and its Applications . 1998,第1a3期

机译：使用特征图的离散时间最小系统的平衡规范形式
4. Balanced canonical forms for system identification [C] . Bauer, D., Deistler, . 1997

机译：平衡的规范形式用于系统识别
5. Performance Management Systems based on the Balanced Scorecard Framework: The Case of Indonesian Customs and Excise Organizations [D] . Simbolon, Saut Mulia. 2018

机译：基于平衡计分卡框架的性能管理系统：印度尼西亚海关组织的案例
6. A free-text processing system to capture physical findings: Canonical Phrase Identification System (CAPIS). [O] . R. Lin, L. Lenert, B. Middleton, 1991

机译：捕获物理发现的自由文本处理系统：规范短语识别系统（CAPIS）。
7. Balanced realization of lossless systems: Schur parameters, canonical forms and applications [O] . Peeters, Ralf L.M., Olivi, Martine, Hanzon, Bernard 2009

机译：平衡实现无损系统：Schur参数，规范形式和应用
8. Identification of Multivariable Systems and Representation in Canonical and Pseudo-Canonical Form [R] . Carriere, P. M. 1984

机译：多变量系统的辨识与规范和伪规范形式的表示

Balanced canonical forms for system identification

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