Design of Drug Treatment for HIV Infected Patients - Disturbance Observer based Control TechniqueHIV 감염 환자에 대한 약물 치료기법 설계: 외란관측기 기반 제어기 기법
- Other Titles
- HIV 감염 환자에 대한 약물 치료기법 설계: 외란관측기 기반 제어기 기법
- Authors
- 이범진; 조남훈
- Issue Date
- Jul-2014
- Publisher
- Korean Institute of Electrical Engineers
- Keywords
- HIV infection model; Disturbance observer; Modelling error; Q filter
- Citation
- Transactions of the Korean Institute of Electrical Engineers, v.63, no.7, pp.950 - 955
- Journal Title
- Transactions of the Korean Institute of Electrical Engineers
- Volume
- 63
- Number
- 7
- Start Page
- 950
- End Page
- 955
- URI
- http://scholarworks.bwise.kr/ssu/handle/2018.sw.ssu/10607
- DOI
- 10.5370/KIEE.2014.63.7.950
- ISSN
- 1975-8359
- Abstract
- In this paper, we propose a drug treatment protocol for the three state HIV infection model that explicitlyincludes the concentration of healthy T cells, infected T cells, and HIV. While most of the previous methods are not ableto achieve the treatment goal in the presence of modelling errors, the proposed method is designed so as to compensatefor the model uncertainties. Based on the Jacobain linearization of nonlinear HIV infection model, disturbanceobserver(DOB) based control is employed to design the drug treatment for the HIV patients. Computer simulation iscarried out for nonlinear model in order to compare the performance of the proposed method with that of theconventional technique. The simulation results show that, in the presence of parameter uncertainties, the substantialimprovement in the performance can be achieved by the proposed DOB controller.
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