Model reference adaptive control on glucose for the treatment of diabetes mellitus
Diabetes mellitus is one of the top five killer among both man and woman world wide. Type I diabetes is caused by the failure to produce sufficient insulin which leads to an uncontrolled increase in blood glucose. Prolong elevated glucose level of above 150-160mg/dl poses significant health risk wit...
| Main Authors: | , , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
2006
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/38179/ http://irep.iium.edu.my/38179/1/Model_Reference_Adaptive_Control_on_Glucose_for_the_Treatment_of_Diabetes_Mellitus.pdf |
| _version_ | 1848781554913902592 |
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| author | Abdul Rahman, Abdul Wahab Kong, Y. K. Quek, Chai |
| author_facet | Abdul Rahman, Abdul Wahab Kong, Y. K. Quek, Chai |
| author_sort | Abdul Rahman, Abdul Wahab |
| building | IIUM Repository |
| collection | Online Access |
| description | Diabetes mellitus is one of the top five killer among both man and woman world wide. Type I diabetes is caused by the failure to produce sufficient insulin which leads to an uncontrolled increase in blood glucose. Prolong elevated glucose level of above 150-160mg/dl poses significant health risk with possible long lasting effect. Human assisted insulin injection through compartmental model schedules are basically open loop system. This paper attempts to close the loop by employing model reference adaptive control on a
controller to adaptively control the glucose level of the
patient via an infusion pump. Simulation results show the potential of using fuzzy type controllers for finer regulation and its practical applications. |
| first_indexed | 2025-11-14T15:51:25Z |
| format | Proceeding Paper |
| id | iium-38179 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T15:51:25Z |
| publishDate | 2006 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-381792020-12-16T15:46:34Z http://irep.iium.edu.my/38179/ Model reference adaptive control on glucose for the treatment of diabetes mellitus Abdul Rahman, Abdul Wahab Kong, Y. K. Quek, Chai T58.4 Managerial control systems Diabetes mellitus is one of the top five killer among both man and woman world wide. Type I diabetes is caused by the failure to produce sufficient insulin which leads to an uncontrolled increase in blood glucose. Prolong elevated glucose level of above 150-160mg/dl poses significant health risk with possible long lasting effect. Human assisted insulin injection through compartmental model schedules are basically open loop system. This paper attempts to close the loop by employing model reference adaptive control on a controller to adaptively control the glucose level of the patient via an infusion pump. Simulation results show the potential of using fuzzy type controllers for finer regulation and its practical applications. 2006-06 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/38179/1/Model_Reference_Adaptive_Control_on_Glucose_for_the_Treatment_of_Diabetes_Mellitus.pdf Abdul Rahman, Abdul Wahab and Kong, Y. K. and Quek, Chai (2006) Model reference adaptive control on glucose for the treatment of diabetes mellitus. In: 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS'06), 22–23 June 2006, Salt Lake City, Utah. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1647588 |
| spellingShingle | T58.4 Managerial control systems Abdul Rahman, Abdul Wahab Kong, Y. K. Quek, Chai Model reference adaptive control on glucose for the treatment of diabetes mellitus |
| title | Model reference adaptive control on glucose for the treatment of diabetes mellitus |
| title_full | Model reference adaptive control on glucose for the treatment of diabetes mellitus |
| title_fullStr | Model reference adaptive control on glucose for the treatment of diabetes mellitus |
| title_full_unstemmed | Model reference adaptive control on glucose for the treatment of diabetes mellitus |
| title_short | Model reference adaptive control on glucose for the treatment of diabetes mellitus |
| title_sort | model reference adaptive control on glucose for the treatment of diabetes mellitus |
| topic | T58.4 Managerial control systems |
| url | http://irep.iium.edu.my/38179/ http://irep.iium.edu.my/38179/ http://irep.iium.edu.my/38179/1/Model_Reference_Adaptive_Control_on_Glucose_for_the_Treatment_of_Diabetes_Mellitus.pdf |