A Contraction Theory-based Framework for the Design of Robustness to Global Perturbations in Biomolecular Circuits

被引:1
|
作者
Patel, Abhilash [1 ]
Sen, Shaunak [2 ]
Kar, Indra Narayan [2 ]
机构
[1] Indian Inst Technol Kanpur, Dept Elect Engn, Kanpur, Uttar Pradesh, India
[2] Indian Inst Technol Delhi, Dept Elect Engn, New Delhi, India
关键词
FEEDBACK; LOOP;
D O I
10.1109/CDC51059.2022.9992437
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
It is challenging to design robustness against global perturbations that affect the plant as well as the controller. A particular instance of practical importance is the design of biomolecular circuits that are robust to global variables such as temperature. To address this, we developed a framework based on contraction theory and used mathematical models as case studies. We mathematically modelled the global effect on parameters as an additive state-dependent uncertainty. We quantified the difference between the perturbed and the nominal system trajectories for the global perturbations. For specific biomolecular circuit designs, we noted that as the contraction rate increased, the envelope between the nominal and the perturbed trajectory shrunk, resulting in robust behaviour. These results should help in the rational design of robustness in systems with global perturbations such as in biomolecular circuits.
引用
收藏
页码:1306 / 1311
页数:6
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