Constrained control approach for monotone systems: application to tumour chemotherapy

被引:2
作者
Agahi, Hamed [1 ]
Yazdanpanah, Mohamad J. [2 ]
机构
[1] Islamic Azad Univ, Shiraz Branch, Dept Elect Engn, Shiraz, Iran
[2] Univ Tehran, Sch Elect & Comp Engn, Coll Engn, Control & Intelligent Proc Ctr Excellence, POB 14395-515, Tehran, Iran
关键词
control system synthesis; linear systems; cancer; feedback; closed loop systems; tumours; nonlinear control systems; constrained control approach; dynamical systems; initial data; set-point regulation approach; state constraints; closed-loop strongly monotone systems; static output feedback controllers; generic bounded solutions; desired set-point; control performance; input saturation; set-point regulation problem; nonlinear systems; mentioned control objectives; control technique; cancer tumour growth; medication; constrained chemotherapy protocol; CONVERGENCE; MULTISTABILITY; STABILITY; DYNAMICS; MODEL;
D O I
10.1049/iet-cta.2018.5265
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Monotone systems are dynamical systems whose solutions preserve an ordering relative to the initial data. This study develops a set-point regulation approach for a certain class of systems subject to input and state constraints which leads to closed-loop strongly monotone systems. The proposed method gives static output feedback controllers that guarantee the convergence of generic bounded solutions to the desired set-point, satisfy the constraints and preserve the control performance under the input saturation. Although such a set-point regulation problem is too challenging for general non-linear systems, the proposed approach finds some well-organised controllers that satisfy the mentioned control objectives. To investigate the applicability of the proposed control technique, the authors exploit a model of cancer tumour growth in an unhealthy tissue. The medication (control) intends to take solutions to the healthy state through a constrained chemotherapy protocol. The authors present a full dynamical analysis for this system.
引用
收藏
页码:996 / 1005
页数:10
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