Analysis and Control of Blood Glucose Situation for Diabetic Patients Based on Interval Type-2 Fuzzy Sets

doi:10.1007/s40815-020-00918-6

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 平行智能技术与系统团队

	Analysis and Control of Blood Glucose Situation for Diabetic Patients Based on Interval Type-2 Fuzzy Sets
	Liu, Chen 1; Mo, Hong 1; Wang, Fei-Yue2,3
发表期刊	INTERNATIONAL JOURNAL OF FUZZY SYSTEMS
ISSN	1562-2479
	2020-08-10
页码	15
通讯作者	Mo, Hong(mohong198@163.com)
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.
关键词	IT2 FSs LDS Fuzzy comprehension evaluation Blood glucose situation
DOI	10.1007/s40815-020-00918-6
关键词[WOS]	DYNAMIC-SYSTEMS ; LOGIC SYSTEM ; MANAGEMENT ; OPTIMIZATION ; DIAGNOSIS
收录类别	SCI
语种	英语
WOS研究方向	Automation & Control Systems ; Computer Science
WOS类目	Automation & Control Systems ; Computer Science, Artificial Intelligence
WOS记录号	WOS:000558129400004
出版者	SPRINGER HEIDELBERG
引用统计	被引频次：10[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/40426
专题	多模态人工智能系统全国重点实验室_平行智能技术与系统团队
通讯作者	Mo, Hong
作者单位	1.Changsha Univ Sci & Technol, Coll Elect & Informat Engn, Changsha, Peoples R China 2.Chinese Acad Sci, State Key Lab Management & Control Complex Syst, Inst Automat, Beijing, 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.