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
相关论文
共 50 条
  • [41] Double Integral sliding mode control of Leukemia Therapy
    Islam, Yasir
    Ahmad, Iftikhar
    Zubair, Muhammad
    Shahzad, Khurram
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2020, 61
  • [42] Design of Adaptive Sliding Mode Controllers for Linear Systems via Output Feedback
    Zhang, Jinhui
    Zheng, Wei Xing
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 61 (07) : 3553 - 3562
  • [43] Use of adaptive fuzzy systems in parameter tuning of sliding-mode controllers
    Erbatur, K
    Kaynak, O
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2001, 6 (04) : 474 - 482
  • [44] Control of MagLev System Using Supertwisting and Integral Backstepping Sliding Mode Algorithm
    Adil, Hafiz Mian Muhammad
    Ahmed, Shahzad
    Ahmad, Iftikhar
    IEEE ACCESS, 2020, 8 (08): : 51352 - 51362
  • [45] Application of Type-1 Fuzzy Terminal and Fast Terminal Sliding Mode Controllers for tracking the Stewart Manipulator
    Pourmohammadi, M. J.
    Eftekhari, M.
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2022, 236 (13) : 7398 - 7416
  • [46] Uniform sliding mode controllers and uniform sliding surfaces
    Cruz-Zavala, Emmanuel
    Moreno, Jaime A.
    Fridman, Leonid
    IMA JOURNAL OF MATHEMATICAL CONTROL AND INFORMATION, 2012, 29 (04) : 491 - 505
  • [47] Fuzzy Adaptive Nonsingular Terminal Sliding Mode Control of a Miniature Helicopter
    Moghaddam, Reihaneh Kardehi
    Baratpoor, Javad
    JOURNAL OF AEROSPACE INFORMATION SYSTEMS, 2024, 21 (02): : 140 - 151
  • [48] Adaptive Terminal Sliding Mode Control for Magnetic Levitation System With Observer
    Feng, Wei
    Hao, Jianhua
    Wang, Sen
    Ma, Xianchao
    Sun, Xicong
    Jing, Yongzhi
    PROCEEDINGS OF THE 2021 IEEE 16TH CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2021), 2021, : 788 - 792
  • [49] Robust Adaptive Fractional Fast Terminal Sliding Mode Controller for Microgyroscope
    Fei, Juntao
    Wang, Zhe
    Liang, Xiao
    COMPLEXITY, 2020, 2020
  • [50] Adaptive Terminal Sliding Mode Backstepping Control for Virtual Synchronous Generators
    Sun, Yongbao
    Xu, Dezhi
    Yang, Weilin
    Bi, Kaitao
    Yan, Wenxu
    PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20), 2020, : 860 - 864