基于观测器的细胞光学操纵自适应控制

Xiang Li, C. Cheah
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引用次数: 2

摘要

本文提出了一种基于观测器的自适应控制方法,用于细胞的光学操纵。在光镊系统中引入了激光源机械臂的动力学特性,建立并求解了闭环控制方法,并采用反推法导出了机械臂的控制输入。单元动力学和机械臂动力学之间的相互作用导致整体动力学为四阶,因此构造了非线性观测器以避免控制输入中使用位置的高阶导数。利用类李雅普诺夫分析方法分析了闭环系统的稳定性。仿真结果验证了所提控制方法的有效性。
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Observer based adaptive control for optical manipulation of cell
In this paper, an observer based adaptive control method is proposed for optical manipulation of cell. The dynamics of the robotic manipulator of the laser source is introduced in the optical tweezers system, so that a closed-loop control method is formulated and solved, and a backstepping approach is used to derive a control input for the manipulator. The interaction between the cell dynamics and the manipulator dynamics leads to a fourth-order overall dynamics, and hence a nonlinear observer is constructed to avoid the use of high-order derivatives of the positions in the control input. Stability of the closed-loop system is analyzed by using Lyapunov-like analysis. Simulation results are presented to illustrate the performance of the proposed control methods.
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