Observers Design for a Class of Nonlinear Stochastic Discrete-Time Systems
This paper mainly studied the observer design of Lipschitz stochastic discrete system. For the first time, generalized Lipschitz conditions are introduced into the observer design of a class of nonlinear stochastic discrete systems. From this paper, it can be seen that the generalized Lipschitz cond...
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Veröffentlicht in: | International journal of theoretical physics 2021-07, Vol.60 (7), p.2604-2612 |
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description | This paper mainly studied the observer design of Lipschitz stochastic discrete system. For the first time, generalized Lipschitz conditions are introduced into the observer design of a class of nonlinear stochastic discrete systems. From this paper, it can be seen that the generalized Lipschitz condition can better reflect the structural information of the nonlinear part, and thus has more advantages than the classical Lipschitz condition in the observer design. The stability criterion and observer design method of nonlinear stochastic discrete systems were proposed. Numerical examples illustrated the advantages and feasibility of the theoretical results obtained. |
doi_str_mv | 10.1007/s10773-021-04710-6 |
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For the first time, generalized Lipschitz conditions are introduced into the observer design of a class of nonlinear stochastic discrete systems. From this paper, it can be seen that the generalized Lipschitz condition can better reflect the structural information of the nonlinear part, and thus has more advantages than the classical Lipschitz condition in the observer design. The stability criterion and observer design method of nonlinear stochastic discrete systems were proposed. 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For the first time, generalized Lipschitz conditions are introduced into the observer design of a class of nonlinear stochastic discrete systems. From this paper, it can be seen that the generalized Lipschitz condition can better reflect the structural information of the nonlinear part, and thus has more advantages than the classical Lipschitz condition in the observer design. The stability criterion and observer design method of nonlinear stochastic discrete systems were proposed. Numerical examples illustrated the advantages and feasibility of the theoretical results obtained.</description><subject>Discrete systems</subject><subject>Discrete time systems</subject><subject>Elementary Particles</subject><subject>Lipschitz condition</subject><subject>Mathematical and Computational Physics</subject><subject>Physics</subject><subject>Physics and Astronomy</subject><subject>Quantum Field Theory</subject><subject>Quantum Physics</subject><subject>Stability criteria</subject><subject>Theoretical</subject><issn>0020-7748</issn><issn>1572-9575</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kE1PAjEURRujiYj-AVdNXFdfO-20LA34GSILcN10SotDYIp9gwn_3sExcefq3cU99yWHkGsOtxxA3yEHrQsGgjOQmgMrT8iAKy3YSGl1SgYAApjW0pyTC8Q1AIxAmgF5nVUY8lfISCcB61VDY8rU0fHGIdIU6VtqNnUTXKbzNvkPh23t6aRGn0Mb2KLeBjo_YBu2eEnOottguPq9Q_L--LAYP7Pp7OllfD9lXmhoGS-EqyIUwuulFC6CAyONMcBVdNw4WcpKOhXKSpWV55UG3cVRCUVZRb3UxZDc9Lu7nD73AVu7TvvcdC-tUMocTUjoWqJv-ZwQc4h2l-utywfLwR6d2d6Z7ZzZH2e27KCih7ArN6uQ_6b_ob4BAThtrw</recordid><startdate>20210701</startdate><enddate>20210701</enddate><creator>Miao, Xiu-feng</creator><creator>Xu, Yao-qun</creator><creator>Yao, Feng-ge</creator><general>Springer US</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>20210701</creationdate><title>Observers Design for a Class of Nonlinear Stochastic Discrete-Time Systems</title><author>Miao, Xiu-feng ; Xu, Yao-qun ; Yao, Feng-ge</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c270t-132abf032c7d42af0a084888015fa18a464b4a5e6b56bc1b7076b596036bf7d73</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Discrete systems</topic><topic>Discrete time systems</topic><topic>Elementary Particles</topic><topic>Lipschitz condition</topic><topic>Mathematical and Computational Physics</topic><topic>Physics</topic><topic>Physics and Astronomy</topic><topic>Quantum Field Theory</topic><topic>Quantum Physics</topic><topic>Stability criteria</topic><topic>Theoretical</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Miao, Xiu-feng</creatorcontrib><creatorcontrib>Xu, Yao-qun</creatorcontrib><creatorcontrib>Yao, Feng-ge</creatorcontrib><collection>CrossRef</collection><jtitle>International journal of theoretical physics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Miao, Xiu-feng</au><au>Xu, Yao-qun</au><au>Yao, Feng-ge</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Observers Design for a Class of Nonlinear Stochastic Discrete-Time Systems</atitle><jtitle>International journal of theoretical physics</jtitle><stitle>Int J Theor Phys</stitle><date>2021-07-01</date><risdate>2021</risdate><volume>60</volume><issue>7</issue><spage>2604</spage><epage>2612</epage><pages>2604-2612</pages><issn>0020-7748</issn><eissn>1572-9575</eissn><abstract>This paper mainly studied the observer design of Lipschitz stochastic discrete system. For the first time, generalized Lipschitz conditions are introduced into the observer design of a class of nonlinear stochastic discrete systems. From this paper, it can be seen that the generalized Lipschitz condition can better reflect the structural information of the nonlinear part, and thus has more advantages than the classical Lipschitz condition in the observer design. The stability criterion and observer design method of nonlinear stochastic discrete systems were proposed. Numerical examples illustrated the advantages and feasibility of the theoretical results obtained.</abstract><cop>New York</cop><pub>Springer US</pub><doi>10.1007/s10773-021-04710-6</doi><tpages>9</tpages></addata></record> |
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subjects | Discrete systems Discrete time systems Elementary Particles Lipschitz condition Mathematical and Computational Physics Physics Physics and Astronomy Quantum Field Theory Quantum Physics Stability criteria Theoretical |
title | Observers Design for a Class of Nonlinear Stochastic Discrete-Time Systems |
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