Rapidly exploring random tree algorithm-based path planning for robot-aided optical manipulation of biological cells
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Author(s)
Detail(s)
Original language | English |
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Article number | 6676857 |
Pages (from-to) | 649-657 |
Journal / Publication | IEEE Transactions on Automation Science and Engineering |
Volume | 11 |
Issue number | 3 |
Online published | 27 Nov 2013 |
Publication status | Published - Jul 2014 |
Link(s)
Abstract
In numerous cellular applications, cells are transported to specific positions or extracted from complex cell solutions. Therefore, an efficient cell transportation path planner for these applications is important for avoiding collisions with other cells or obstacles. In this paper, a path planning approach to transporting cells using a robot-aided optical manipulation system is presented. Optical tweezers functions as a special end-effector in transporting a target cell to the desired position along the generated path. The path planner is designed based on the rapidly exploring random trees (RRT) algorithm for calculating a collision-free path for cell transportation. Both static and dynamic path planners are developed. For the dynamic path planner, an online monitoring strategy is employed to dynamically avoid collisions with randomly appeared obstacles caused by environmental influence such as the Brownian movement of microparticles. Experiments of transporting yeast cells are performed to demonstrate the effectiveness of the proposed approach. © 2004-2012 IEEE.
Research Area(s)
- Cell manipulation, optical tweezers, path planning, robotics, RRT, transportation
Citation Format(s)
Rapidly exploring random tree algorithm-based path planning for robot-aided optical manipulation of biological cells. / Ju, Tao; Liu, Shuang; Yang, Jie et al.
In: IEEE Transactions on Automation Science and Engineering, Vol. 11, No. 3, 6676857, 07.2014, p. 649-657.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review