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Data-Based Controllability and Observability Analysis of Linear Discrete-Time Systems

文献类型：期刊论文

作者Wang, Zhuo1,2; Liu, Derong1
刊名IEEE TRANSACTIONS ON NEURAL NETWORKS
出版日期2011-12-01
卷号22期号:12页码:2388-2392
关键词Controllability data-based analysis linear discrete-time systems measured data observability unknown parameters
英文摘要In this brief, we develop data-based methods for analyzing the controllability and observability of linear discrete-time systems which have unknown system parameters. These data-based methods will only use measured data to construct the controllability matrix as well as the observability matrix, in order to verify the corresponding properties. The advantages of our methods are threefold. First, they can directly verify system properties based on measured data without knowing system parameters. Second, our calculation precision is higher than traditional approaches, which need to identify the unknown parameters. Third, our methods have lower computational complexities when constructing the controllability and observability matrices.
WOS标题词Science & Technology ; Technology
类目[WOS]Computer Science, Artificial Intelligence ; Computer Science, Hardware & Architecture ; Computer Science, Theory & Methods ; Engineering, Electrical & Electronic
研究领域[WOS]Computer Science ; Engineering
关键词[WOS]DYNAMIC NEURAL-NETWORKS ; NONLINEAR-SYSTEMS ; MODEL-REDUCTION ; LEAST-SQUARES ; IDENTIFICATION
收录类别SCI
语种英语
WOS记录号WOS:000299082900020
源URL[http://ir.ia.ac.cn/handle/173211/3554]  
专题自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队
作者单位1.Chinese Acad Sci, Inst Automat, State Key Lab Intelligent Control & Management Co, Beijing 100190, Peoples R China
2.Univ Illinois, Dept Elect & Comp Engn, Chicago, IL 60607 USA
推荐引用方式
GB/T 7714		 Wang, Zhuo,Liu, Derong. Data-Based Controllability and Observability Analysis of Linear Discrete-Time Systems[J]. IEEE TRANSACTIONS ON NEURAL NETWORKS,2011,22(12):2388-2392.
APA Wang, Zhuo,&Liu, Derong.(2011).Data-Based Controllability and Observability Analysis of Linear Discrete-Time Systems.IEEE TRANSACTIONS ON NEURAL NETWORKS,22(12),2388-2392.
MLA Wang, Zhuo,et al."Data-Based Controllability and Observability Analysis of Linear Discrete-Time Systems".IEEE TRANSACTIONS ON NEURAL NETWORKS 22.12(2011):2388-2392.

入库方式： OAI收割

来源：自动化研究所

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