Analysis and Control of Blood Glucose Situation for Diabetic Patients Based on Interval Type-2 Fuzzy Sets
文献类型：期刊论文
| 作者 | Liu, Chen2; Mo, Hong2; Wang, Fei-Yue1,3
|
| 刊名 | INTERNATIONAL JOURNAL OF FUZZY SYSTEMS
 |
| 出版日期 | 2020-08-10 |
| 页码 | 15 |
| 关键词 | IT2 FSs LDS Fuzzy comprehension evaluation Blood glucose situation |
| ISSN号 | 1562-2479 |
| DOI | 10.1007/s40815-020-00918-6 |
| 通讯作者 | Mo, Hong(mohong198@163.com) |
| 英文摘要 | For diabetes mellitus (DM), the technology of blood glucose monitoring provides detection information for patients and helps sufferers to ameliorate bad states. Management rules and intervention measures, which are consistent with blood glucose situation, help to control blood glucose stability, establish a healthy lifestyle, and prevent the occurrence of DM complications. Formulating effective rules and measures is the key to the blood sugar management. What is more, the analysis of blood glucose situation is beneficial to the formulation of management rules and intervention measures. In this paper, interval type-2 fuzzy sets (IT2 FSs) and fuzzy comprehension evaluation are applied in the analysis of blood sugar situation. Moreover, dynamic fuzzy rules are built to provide the corresponding blood glucose management rules. Linguistic dynamic systems (LDS) are used to describe and analyze the evolution process of blood glucose situation. Finally, the analysis results indicate the method is applicable and valuable for actual management. |
| WOS关键词 | DYNAMIC-SYSTEMS ; LOGIC SYSTEM ; MANAGEMENT ; OPTIMIZATION ; DIAGNOSIS |
| WOS研究方向 | Automation & Control Systems ; Computer Science |
| 语种 | 英语 |
| WOS记录号 | WOS:000558129400004 |
| 出版者 | SPRINGER HEIDELBERG |
| 源URL | [http://ir.ia.ac.cn/handle/173211/40425]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队 |
| 通讯作者 | Mo, Hong |
| 作者单位 | 1.Chinese Acad Sci, State Key Lab Management & Control Complex Syst, Inst Automat, Beijing, Peoples R China 2.Changsha Univ Sci & Technol, Coll Elect & Informat Engn, Changsha, Peoples R China 3.Univ Chinese Acad Sci, Ctr China Econ & Social Secur, Beijing, Peoples R China |
| 推荐引用方式 GB/T 7714 | Liu, Chen,Mo, Hong,Wang, Fei-Yue. Analysis and Control of Blood Glucose Situation for Diabetic Patients Based on Interval Type-2 Fuzzy Sets[J]. INTERNATIONAL JOURNAL OF FUZZY SYSTEMS,2020:15. |
| APA | Liu, Chen,Mo, Hong,&Wang, Fei-Yue.(2020).Analysis and Control of Blood Glucose Situation for Diabetic Patients Based on Interval Type-2 Fuzzy Sets.INTERNATIONAL JOURNAL OF FUZZY SYSTEMS,15. |
| MLA | Liu, Chen,et al."Analysis and Control of Blood Glucose Situation for Diabetic Patients Based on Interval Type-2 Fuzzy Sets".INTERNATIONAL JOURNAL OF FUZZY SYSTEMS (2020):15. |
入库方式： OAI收割
来源：自动化研究所
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