{"title":"一类具有干扰噪声的MIMO非线性系统的混合h2 / H∞$$ {H}_2/{H}_{\\infty } $$区间观测器设计","authors":"Zeren Yi, Ronghu Wei, Fannie Kong, Wei Xie","doi":"10.1002/rnc.8055","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>An interval observer based on hybrid <span></span><math>\n <semantics>\n <mrow>\n <msub>\n <mrow>\n <mi>H</mi>\n </mrow>\n <mrow>\n <mn>2</mn>\n </mrow>\n </msub>\n <mo>/</mo>\n <msub>\n <mrow>\n <mi>H</mi>\n </mrow>\n <mrow>\n <mi>∞</mi>\n </mrow>\n </msub>\n </mrow>\n <annotation>$$ {H}_2/{H}_{\\infty } $$</annotation>\n </semantics></math> performance index is proposed for a class of multi-input multi-output (MIMO) nonlinear systems subject to external interference noise in this article. In this article, considering the effect of external interference noise on the nonlinear systems, the interval observer is constructed to obtain the system interval state for the MIMO nonlinear systems. Then, the interval observer gain is calculated by combining the hybrid <span></span><math>\n <semantics>\n <mrow>\n <msub>\n <mrow>\n <mi>H</mi>\n </mrow>\n <mrow>\n <mn>2</mn>\n </mrow>\n </msub>\n <mo>/</mo>\n <msub>\n <mrow>\n <mi>H</mi>\n </mrow>\n <mrow>\n <mi>∞</mi>\n </mrow>\n </msub>\n </mrow>\n <annotation>$$ {H}_2/{H}_{\\infty } $$</annotation>\n </semantics></math> performance index. The introduced method makes the interval width narrower and reduces the effect of external interference noise. The optimization problem is transformed into linear matrix inequalities. Eventually, the proposed method's theoretical viability has been demonstrated through Lyapunov stability theory. The efficacy of the proposed approach is substantiated through the robotic arm system. The approach making the interval observer obtained interval estimates with smaller interval widths.</p>\n </div>","PeriodicalId":50291,"journal":{"name":"International Journal of Robust and Nonlinear Control","volume":"35 15","pages":"6242-6250"},"PeriodicalIF":3.2000,"publicationDate":"2025-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Hybrid \\n \\n \\n \\n \\n H\\n \\n \\n 2\\n \\n \\n /\\n \\n \\n H\\n \\n \\n ∞\\n \\n \\n \\n $$ {H}_2/{H}_{\\\\infty } $$\\n Interval Observer Design for a Class of MIMO Nonlinear Systems With Interference Noise\",\"authors\":\"Zeren Yi, Ronghu Wei, Fannie Kong, Wei Xie\",\"doi\":\"10.1002/rnc.8055\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n <p>An interval observer based on hybrid <span></span><math>\\n <semantics>\\n <mrow>\\n <msub>\\n <mrow>\\n <mi>H</mi>\\n </mrow>\\n <mrow>\\n <mn>2</mn>\\n </mrow>\\n </msub>\\n <mo>/</mo>\\n <msub>\\n <mrow>\\n <mi>H</mi>\\n </mrow>\\n <mrow>\\n <mi>∞</mi>\\n </mrow>\\n </msub>\\n </mrow>\\n <annotation>$$ {H}_2/{H}_{\\\\infty } $$</annotation>\\n </semantics></math> performance index is proposed for a class of multi-input multi-output (MIMO) nonlinear systems subject to external interference noise in this article. In this article, considering the effect of external interference noise on the nonlinear systems, the interval observer is constructed to obtain the system interval state for the MIMO nonlinear systems. Then, the interval observer gain is calculated by combining the hybrid <span></span><math>\\n <semantics>\\n <mrow>\\n <msub>\\n <mrow>\\n <mi>H</mi>\\n </mrow>\\n <mrow>\\n <mn>2</mn>\\n </mrow>\\n </msub>\\n <mo>/</mo>\\n <msub>\\n <mrow>\\n <mi>H</mi>\\n </mrow>\\n <mrow>\\n <mi>∞</mi>\\n </mrow>\\n </msub>\\n </mrow>\\n <annotation>$$ {H}_2/{H}_{\\\\infty } $$</annotation>\\n </semantics></math> performance index. The introduced method makes the interval width narrower and reduces the effect of external interference noise. The optimization problem is transformed into linear matrix inequalities. Eventually, the proposed method's theoretical viability has been demonstrated through Lyapunov stability theory. The efficacy of the proposed approach is substantiated through the robotic arm system. The approach making the interval observer obtained interval estimates with smaller interval widths.</p>\\n </div>\",\"PeriodicalId\":50291,\"journal\":{\"name\":\"International Journal of Robust and Nonlinear Control\",\"volume\":\"35 15\",\"pages\":\"6242-6250\"},\"PeriodicalIF\":3.2000,\"publicationDate\":\"2025-05-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Robust and Nonlinear Control\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/rnc.8055\",\"RegionNum\":3,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"AUTOMATION & CONTROL SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Robust and Nonlinear Control","FirstCategoryId":"94","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/rnc.8055","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
Hybrid
H
2
/
H
∞
$$ {H}_2/{H}_{\infty } $$
Interval Observer Design for a Class of MIMO Nonlinear Systems With Interference Noise
An interval observer based on hybrid performance index is proposed for a class of multi-input multi-output (MIMO) nonlinear systems subject to external interference noise in this article. In this article, considering the effect of external interference noise on the nonlinear systems, the interval observer is constructed to obtain the system interval state for the MIMO nonlinear systems. Then, the interval observer gain is calculated by combining the hybrid performance index. The introduced method makes the interval width narrower and reduces the effect of external interference noise. The optimization problem is transformed into linear matrix inequalities. Eventually, the proposed method's theoretical viability has been demonstrated through Lyapunov stability theory. The efficacy of the proposed approach is substantiated through the robotic arm system. The approach making the interval observer obtained interval estimates with smaller interval widths.
期刊介绍:
Papers that do not include an element of robust or nonlinear control and estimation theory will not be considered by the journal, and all papers will be expected to include significant novel content. The focus of the journal is on model based control design approaches rather than heuristic or rule based methods. Papers on neural networks will have to be of exceptional novelty to be considered for the journal.