Adaptive terminal and supertwisting sliding mode controllers for acute Leukemia therapy

被引:14
|
作者
Islam, Yasir [1 ]
Ahmad, Iftikhar [1 ]
Zubair, Muhammad [1 ]
Islam, Asad [2 ]
机构
[1] Natl Univ Sci & Technol NUST, Sch Elect Engn & Comp Sci SEECS, Islamabad, Pakistan
[2] Air Univ, Dept Mech & Aerosp Engn, Islamabad, Pakistan
关键词
Acute Leukemia; Nonlinear control; Chemotherapy; Super-twisting sliding mode control; Adaptive terminal sliding mode control; Synergetic Control; MATHEMATICAL-MODEL; CONTROL ALGORITHM; STRATEGY; SYSTEMS;
D O I
10.1016/j.bspc.2021.103121
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The form of cancer related to the abnormal growth and division of leukocytes in the blood is called Leukemia whose most common method of treatment is chemotherapy which has a disadvantage of killing normal cells along with cancer cells. Monotonic and non-monotonic therapy functions have been used in the manuscript to describe different effects of treatment on both the normal and the leukemic cells by utilizing model of acute leukemia. Michaelis-Menten equation describes the behavior of monotonic function whereas the function with a threshold impact is known as non-monotonic function. Adaptive terminal sliding mode controller (AT-SMC) with input saturation, super-twisting sliding mode controller (ST-SMC) and synergetic controller have been proposed in this paper to attain the objectives of killing the leukemic cells and maintain a safe number of normal cells by using a safe value of total chemotherapeutic agent. Lyapunov stability theory has been used to analyze the stability of the designed controllers and Matlab/Simulink has been used to simulate them and their performance has been analyzed on the basis of transient response characteristics, steady state accuracy and robustness.
引用
收藏
页数:12
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