Data-based stability analysis of a class of nonlinear discrete-time systems

Zhuo Wang; Derong Liu

doi:10.1016/j.ins.2012.01.046

Data-based stability analysis of a class of nonlinear discrete-time systems

Zhuo Wang
, Derong Liu^*

^*此作品的通讯作者

University of Illinois at Chicago

科研成果: 期刊稿件 › 文章 › 同行评审

8 引用（Scopus）

摘要

Nowadays, with modern sensor technologies, the inputs, outputs and states of the system can be accurately measured. Based on this fact, analyzing the properties of the system, which has unknown mathematical model, directly by using the measured data, has become feasible. In this paper, some data-based methods are proposed for state stability analysis of a class of nonlinear discrete-time systems. We also discuss the problem of finding the domain of attraction of the equilibrium point, using these data-based methods.

源语言	英语
页（从-至）	36-44
页数	9
期刊	Information Sciences
卷	235
DOI	https://doi.org/10.1016/j.ins.2012.01.046
出版状态	已出版 - 20 6月 2013
已对外发布	是

访问文件

10.1016/j.ins.2012.01.046

其它文件与链接

链接到 Scopus 的出版物

引用此

@article{5e1f9783eae84013a6ba6c07bd923462,

title = "Data-based stability analysis of a class of nonlinear discrete-time systems",

abstract = "Nowadays, with modern sensor technologies, the inputs, outputs and states of the system can be accurately measured. Based on this fact, analyzing the properties of the system, which has unknown mathematical model, directly by using the measured data, has become feasible. In this paper, some data-based methods are proposed for state stability analysis of a class of nonlinear discrete-time systems. We also discuss the problem of finding the domain of attraction of the equilibrium point, using these data-based methods.",

keywords = "Data-based methods, Nonlinear discrete-time systems, Stability analysis",

author = "Zhuo Wang and Derong Liu",

year = "2013",

month = jun,

day = "20",

doi = "10.1016/j.ins.2012.01.046",

language = "英语",

volume = "235",

pages = "36--44",

journal = "Information Sciences",

issn = "0020-0255",

publisher = "Elsevier Inc.",

}

TY - JOUR

T1 - Data-based stability analysis of a class of nonlinear discrete-time systems

AU - Wang, Zhuo

AU - Liu, Derong

PY - 2013/6/20

Y1 - 2013/6/20

N2 - Nowadays, with modern sensor technologies, the inputs, outputs and states of the system can be accurately measured. Based on this fact, analyzing the properties of the system, which has unknown mathematical model, directly by using the measured data, has become feasible. In this paper, some data-based methods are proposed for state stability analysis of a class of nonlinear discrete-time systems. We also discuss the problem of finding the domain of attraction of the equilibrium point, using these data-based methods.

AB - Nowadays, with modern sensor technologies, the inputs, outputs and states of the system can be accurately measured. Based on this fact, analyzing the properties of the system, which has unknown mathematical model, directly by using the measured data, has become feasible. In this paper, some data-based methods are proposed for state stability analysis of a class of nonlinear discrete-time systems. We also discuss the problem of finding the domain of attraction of the equilibrium point, using these data-based methods.

KW - Data-based methods

KW - Nonlinear discrete-time systems

KW - Stability analysis

UR - https://www.scopus.com/pages/publications/84875922389

U2 - 10.1016/j.ins.2012.01.046

DO - 10.1016/j.ins.2012.01.046

M3 - 文章

AN - SCOPUS:84875922389

SN - 0020-0255

VL - 235

SP - 36

EP - 44

JO - Information Sciences

JF - Information Sciences

ER -

Data-based stability analysis of a class of nonlinear discrete-time systems

摘要

访问文件

其它文件与链接

学术指纹

引用此