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Robustness analysis of DNA-based biomolecular feedback controllers to parametric and time delay uncertainties

机译:基于DNA的生物分子反馈控制器对参数和时延不确定性的鲁棒性分析

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Recent advances in DNA computing have greatly facilitated the design of bimolecular circuitry based on DNA strand displacement reactions. An important issue to consider in the design process for such circuits is the effect of biological and experimental uncertainties on the functionality and reliability of the overall circuit. In the case of bimolecular feedback control circuits, such uncertainties could lead to a range of adverse effects, including achieving wrong concentration levels, sluggish performance and even instability. In this paper, we analyse the robustness properties of two biomolecular feedback controllers; a classical linear proportional integral (PI) and a recently proposed nonlinear quasi sliding mode (QSM) controller, subject to uncertainties in the experimentally implemented rates of their underlying chemical reactions, and to variations in accumulative time delays in the process to be controlled. Our results show that the nonlinear QSM controller is significantly more robust against investigated uncertainties, highlighting its potential as a practically implementable bimolecular feedback controller for future synthetic biology applications.
机译:DNA计算的最新进展极大地促进了基于DNA链置换反应的双分子电路的设计。在此类电路的设计过程中要考虑的重要问题是生物学和实验不确定性对整个电路的功能和可靠性的影响。在双分子反馈控制电路的情况下,这种不确定性可能导致一系列不利影响,包括达到错误的浓度水平,缓慢的性能甚至不稳定。在本文中,我们分析了两个生物分子反馈控制器的鲁棒性。经典线性比例积分(PI)和最近提出的非线性拟滑模(QSM)控制器,其基础化学反应在实验实现的速率上存在不确定性,并且要控制的过程中累积时间延迟也存在变化。我们的结果表明,非线性QSM控制器在研究不确定性方面具有更强的鲁棒性,突显了其作为未来合成生物学应用中可实际实施的双分子反馈控制器的潜力。

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