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首页> 外文期刊>IEEE Transactions on Robotics >Observer-Based Optical Manipulation of Biological Cells With Robotic Tweezers
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Observer-Based Optical Manipulation of Biological Cells With Robotic Tweezers

机译:基于观察者的机械镊子对生物细胞的光学操作

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摘要

While several automatic manipulation techniques have recently been developed for optical tweezer systems, the measurement of the velocity of cell is required and the interaction between the cell and the manipulator of laser source is usually ignored in these formulations. Although the position of cell can be measured by using a camera, the velocity of cell is not measurable and usually estimated by differentiating the position of cell, which amplifies noises and may induce chattering of the system. In addition, it is also assumed in existing methods that the image Jacobian matrix from the Cartesian space to image space of the camera is exactly known. In the presence of estimation errors or variations of depth information between the camera and the cell, it is not certain whether the stability of the system could still be ensured. In this paper, vision-based observer techniques are proposed for optical manipulation to estimate the velocity of cell. Using the proposed observer techniques, tracking control strategies are developed to manipulate biological cells with different Reynolds numbers, which do not require camera calibration and measurement of the velocity of cell. The control methods are based on the dynamic formulation where the laser source is controlled by the closed-loop robotic manipulation technique. The stability is analyzed using Lyapunov-like analysis. Simulation and experimental results are presented to illustrate the performance of the proposed cell manipulation methods.
机译:尽管最近已经为光学镊子系统开发了几种自动操纵技术,但是需要测量晶胞速度,并且在这些配方中通常忽略晶胞与激光源操纵器之间的相互作用。尽管可以使用照相机来测量电池单元的位置,但是无法测量电池单元的速度,并且通常通过区分电池单元的位置来估计速度,这会放大噪音并可能引起系统抖动。另外,在现有方法中还假设从笛卡尔空间到摄像机图像空间的图像雅可比矩阵精确已知。在存在估计误差或照相机与单元之间的深度信息变化的情况下,不确定是否仍可确保系统的稳定性。在本文中,提出了基于视觉的观察者技术,用于光学操作以估计细胞的速度。使用提出的观察者技术,开发了跟踪控制策略来操纵具有不同雷诺数的生物细胞,这不需要相机校准和细胞速度的测量。控制方法基于动态公式,其中激光源由闭环机器人操纵技术控制。使用类Lyapunov分析来分析稳定性。仿真和实验结果被提出来说明所提出的细胞操作方法的性能。

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