{"title":"基于区间观测器的不确定Takagi-Sugeno模糊系统控制","authors":"Ming Chi;Ankang Zhang;Xiaoling Wang;Lintao Ye","doi":"10.1109/TFUZZ.2025.3553300","DOIUrl":null,"url":null,"abstract":"In this article, we pay attention to a Takagi–Sugeno (T–S) system with uncertain disturbance and uncertain measurement noise, in order to accomplish the stabilization of the system relying solely on the bounding information but not on the uncertain disturbance or measurement noise itself. To achieve this objective, an interval observer is designed to estimate the interval bounds of the state of T–S fuzzy systems, and a controller is constructed based on the interval observer. Utilizing the Schur complement, this study establishes sufficient conditions, formulated as linear matrix inequalities, to ensure the efficacy of interval observer-based control for T–S systems. Finally, two simulations are conducted to validate and confirm the accuracy and applicability of the theoretical results.","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"33 7","pages":"2136-2147"},"PeriodicalIF":10.7000,"publicationDate":"2025-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Interval Observer-Based Control of Takagi–Sugeno Fuzzy Systems With Uncertainties\",\"authors\":\"Ming Chi;Ankang Zhang;Xiaoling Wang;Lintao Ye\",\"doi\":\"10.1109/TFUZZ.2025.3553300\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this article, we pay attention to a Takagi–Sugeno (T–S) system with uncertain disturbance and uncertain measurement noise, in order to accomplish the stabilization of the system relying solely on the bounding information but not on the uncertain disturbance or measurement noise itself. To achieve this objective, an interval observer is designed to estimate the interval bounds of the state of T–S fuzzy systems, and a controller is constructed based on the interval observer. Utilizing the Schur complement, this study establishes sufficient conditions, formulated as linear matrix inequalities, to ensure the efficacy of interval observer-based control for T–S systems. Finally, two simulations are conducted to validate and confirm the accuracy and applicability of the theoretical results.\",\"PeriodicalId\":13212,\"journal\":{\"name\":\"IEEE Transactions on Fuzzy Systems\",\"volume\":\"33 7\",\"pages\":\"2136-2147\"},\"PeriodicalIF\":10.7000,\"publicationDate\":\"2025-03-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Fuzzy Systems\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10935305/\",\"RegionNum\":1,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Fuzzy Systems","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10935305/","RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE","Score":null,"Total":0}
Interval Observer-Based Control of Takagi–Sugeno Fuzzy Systems With Uncertainties
In this article, we pay attention to a Takagi–Sugeno (T–S) system with uncertain disturbance and uncertain measurement noise, in order to accomplish the stabilization of the system relying solely on the bounding information but not on the uncertain disturbance or measurement noise itself. To achieve this objective, an interval observer is designed to estimate the interval bounds of the state of T–S fuzzy systems, and a controller is constructed based on the interval observer. Utilizing the Schur complement, this study establishes sufficient conditions, formulated as linear matrix inequalities, to ensure the efficacy of interval observer-based control for T–S systems. Finally, two simulations are conducted to validate and confirm the accuracy and applicability of the theoretical results.
期刊介绍:
The IEEE Transactions on Fuzzy Systems is a scholarly journal that focuses on the theory, design, and application of fuzzy systems. It aims to publish high-quality technical papers that contribute significant technical knowledge and exploratory developments in the field of fuzzy systems. The journal particularly emphasizes engineering systems and scientific applications. In addition to research articles, the Transactions also includes a letters section featuring current information, comments, and rebuttals related to published papers.