Observer-Based Optical Manipulation of Biological Cells With Robotic Tweezers

被引:50
|
作者
Cheah, Chien Chern [1 ]
Li, Xiang [1 ]
Yan, Xiao [2 ]
Sun, Dong [2 ]
机构
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Nanyang 639798, Singapore
[2] City Univ Hong Kong, Dept Mech & Biomed Engn, Hong Kong, Hong Kong, Peoples R China
关键词
Cell manipulation; observer-based control; optical tweezers; vision-based control; PARTICLE;
D O I
10.1109/TRO.2013.2289593
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
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.
引用
收藏
页码:68 / 80
页数:13
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