{"title":"基于膜电位测量的Hindmarsh-Rose模型识别的速度梯度方法","authors":"Aleksandr Kovalchukov, Alexander L. Fradkov","doi":"10.1109/DCNA56428.2022.9923232","DOIUrl":null,"url":null,"abstract":"Model identification problem for the 3rd order Hindmarsh-Rose system with measurable output is considered. Sufficient conditions are obtained and proved. Numerical modeling is performed. Results of numerical experiments are in compliance with theory and restrictions of the method are investigated.","PeriodicalId":110836,"journal":{"name":"2022 6th Scientific School Dynamics of Complex Networks and their Applications (DCNA)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Speed-Gradient approach to Hindmarsh-Rose model identification based on membrane potential measurements\",\"authors\":\"Aleksandr Kovalchukov, Alexander L. Fradkov\",\"doi\":\"10.1109/DCNA56428.2022.9923232\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Model identification problem for the 3rd order Hindmarsh-Rose system with measurable output is considered. Sufficient conditions are obtained and proved. Numerical modeling is performed. Results of numerical experiments are in compliance with theory and restrictions of the method are investigated.\",\"PeriodicalId\":110836,\"journal\":{\"name\":\"2022 6th Scientific School Dynamics of Complex Networks and their Applications (DCNA)\",\"volume\":\"57 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-09-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 6th Scientific School Dynamics of Complex Networks and their Applications (DCNA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/DCNA56428.2022.9923232\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 6th Scientific School Dynamics of Complex Networks and their Applications (DCNA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DCNA56428.2022.9923232","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Speed-Gradient approach to Hindmarsh-Rose model identification based on membrane potential measurements
Model identification problem for the 3rd order Hindmarsh-Rose system with measurable output is considered. Sufficient conditions are obtained and proved. Numerical modeling is performed. Results of numerical experiments are in compliance with theory and restrictions of the method are investigated.
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