{"title":"基于切换模糊模型和分段Lyapunov函数的离散T-S模糊系统时滞相关广义H2控制","authors":"Zhile Xia","doi":"10.1109/FSKD.2008.415","DOIUrl":null,"url":null,"abstract":"This paper studies the problem of generalized H2 control for discrete-time Takagi-Sugeno (T-S) fuzzy systems with time delays. First, the T-S fuzzy system is transformed to an equivalent switching fuzzy systems. Consequently, based on the piecewise Lyapunov function, the delay-dependent stabilization criteria with generalized H2 performance are derived for the switching fuzzy systems.The proposed conditions are presented in terms of linear matrix inequalities (LMIs). The interactions among the fuzzy subsystems are considered in each subregion. Since only a set of LMIs is involved, the controller design is quite simple and numerically tractable. To illustrate the validity of the proposed method, a design example is provided.","PeriodicalId":208332,"journal":{"name":"2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2008-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Delay-Dependent Generalized H2 Control for Discrete-Time T-S Fuzzy Systems Based on a Switching Fuzzy Model and Piecewise Lyapunov Function\",\"authors\":\"Zhile Xia\",\"doi\":\"10.1109/FSKD.2008.415\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper studies the problem of generalized H2 control for discrete-time Takagi-Sugeno (T-S) fuzzy systems with time delays. First, the T-S fuzzy system is transformed to an equivalent switching fuzzy systems. Consequently, based on the piecewise Lyapunov function, the delay-dependent stabilization criteria with generalized H2 performance are derived for the switching fuzzy systems.The proposed conditions are presented in terms of linear matrix inequalities (LMIs). The interactions among the fuzzy subsystems are considered in each subregion. Since only a set of LMIs is involved, the controller design is quite simple and numerically tractable. To illustrate the validity of the proposed method, a design example is provided.\",\"PeriodicalId\":208332,\"journal\":{\"name\":\"2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2008-10-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/FSKD.2008.415\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/FSKD.2008.415","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Delay-Dependent Generalized H2 Control for Discrete-Time T-S Fuzzy Systems Based on a Switching Fuzzy Model and Piecewise Lyapunov Function
This paper studies the problem of generalized H2 control for discrete-time Takagi-Sugeno (T-S) fuzzy systems with time delays. First, the T-S fuzzy system is transformed to an equivalent switching fuzzy systems. Consequently, based on the piecewise Lyapunov function, the delay-dependent stabilization criteria with generalized H2 performance are derived for the switching fuzzy systems.The proposed conditions are presented in terms of linear matrix inequalities (LMIs). The interactions among the fuzzy subsystems are considered in each subregion. Since only a set of LMIs is involved, the controller design is quite simple and numerically tractable. To illustrate the validity of the proposed method, a design example is provided.