Adaptive boundary layer double integral sliding mode controller design for leukemia therapy

被引:1
|
作者
Sengupta, Anirban [1 ]
Das, Dushmanta Kumar [2 ,3 ]
机构
[1] SMU, Sikkim Manipal Inst Technol, Elect & Elect Dept, Rangpo, India
[2] Natl Inst Technol, Elect & Elect Dept, Dimapur, Nagaland, India
[3] Natl Inst Technol, EEE Dept, Dimapur, Nagaland, India
关键词
chemotherapy; double integral sliding mode controller; leukemia; CANCER-CHEMOTHERAPY; MECHANISMS; DISEASE;
D O I
10.1002/acs.3660
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Presence of leukocytes in huge amount in the bone marrow and blood causes blood cancer or leukemia. In leukemia, number of white blood corpuscles in blood increases rapidly. Chemotherapy treatment is the most useful treatment of leukemia. Although chemotherapy treatment can reduce the cancer cells effectively, it destroys the healthy cells of the body as well. Therefore, it is essential to develop a proper control structure to use the chemotherapy agent effectively to reduce the cancer cells and to keep the normal cells within specified limit. An adaptive boundary layer double integral sliding mode controller is designed in this article for treatment of acute leukemia using chemotherapy. The objective of the designed controller is to control the chemotherapy agent in such a way that the amount of leukemic cell become zero and at the same time, the number of healthy cells should be retained at a desired level. The stability of the designed controller is verified using a Lyapunov function. The consequences of chemotherapy treatment on both natural cells and cancer cell using the designed controller is observed in both monotonic and non-monotonic therapy function. A comparative analysis is also carried out between the designed controller and some existing controller to verify the effectiveness of the proposed controller.
引用
收藏
页码:2796 / 2811
页数:16
相关论文
共 50 条
  • [1] Double Integral sliding mode control of Leukemia Therapy
    Islam, Yasir
    Ahmad, Iftikhar
    Zubair, Muhammad
    Shahzad, Khurram
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2020, 61
  • [2] A Class of Adaptive Sliding Mode Controller with Integral Sliding Surface
    Fei, Juntao
    2009 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS 1-7, CONFERENCE PROCEEDINGS, 2009, : 1156 - 1161
  • [3] Fuzzy Boundary Layer Adaptive Sliding Mode Controller Design for a Hypersonic Vehicle Based On Tangent Reaching Law
    Wang Yong-Chao
    Cui Ya-Long
    Cao Li-Jia
    Cai Guang-Bin
    Hu Xiao-Xiang
    2014 INTERNATIONAL CONFERENCE ON MECHATRONICS AND CONTROL (ICMC), 2014, : 164 - 169
  • [4] Adaptive fuzzy sliding mode controller design
    Kung, CC
    Kao, TY
    Chen, TH
    PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOL 1 & 2, 2002, : 674 - 679
  • [5] A Robust Double Integral Sliding Mode Controller Design Based on an Adaptive Power Reaching Law for Mitigating SSR Problems
    Faria, Farjana
    Roy, Tushar Kanti
    Haque, Tabassum
    Sarkar, Tanmoy
    Khatun, Most Mahmuda
    Hore, Anik Kumar
    2021 3RD INTERNATIONAL CONFERENCE ON SUSTAINABLE TECHNOLOGIES FOR INDUSTRY 4.0 (STI), 2021,
  • [6] UVMS Controller Design Based on Double Close-loop Integral Sliding Mode
    Sun, Hua
    Zheng, Zhi
    Wei, Yanhui
    Luo, Shanshan
    Yang, Pengfei
    Liu, Jing
    2019 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION (ICMA), 2019, : 1120 - 1126
  • [7] Design of double integral sliding mode decoupling controller for VSC-HVDC system
    Zheng, L.-Q. (lqzheng64@cqu.edu.cn), 1600, Hunan University (40):
  • [8] Decentralized Adaptive Double Integral Sliding Mode Controller for Multi-Area Power Systems
    Bui Le Ngoc Minh
    Van Van Huynh
    Tam Minh Nguyen
    Tsai, Yao Wen
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2018, 2018
  • [9] Adaptive robust controller based on integral sliding mode concept
    Taleb, M.
    Plestan, F.
    INTERNATIONAL JOURNAL OF CONTROL, 2016, 89 (09) : 1788 - 1797
  • [10] A class of adaptive sliding mode controller with proportional-integral sliding surface
    Fei, J.
    Batur, C.
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART I-JOURNAL OF SYSTEMS AND CONTROL ENGINEERING, 2009, 223 (I7) : 989 - 999