1. Perception and manipulation of microrobots via optical tweezer
- Author
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Zhang, Dandan and Lo, Benny
- Abstract
Recent technological advances in micro-robotic systems have demonstrated much potential for biomedical applications. These include diagnostics at the cellular level, drug delivery and microsurgery. Similar to the manipulation in macro-scale robotics, dexterous manipulation is one of the most active areas to study for micro-robotics, where new approaches and technologies are explored to manipulate micro-objects or microrobots for different purposes. Although recent work has shown the potential of microrobots in biomedical applications, significant technical challenges remain to be solved. Micromanipulators cannot be considered as the simple scaling down version from the large-scale manipulators, since they do not have the same capabilities of 6 Degrees-of-Freedom (6 DoFs) manipulation in three-dimensional (3D) space and accurate on-board sensing for 6 DoFs pose estimation as per macroscale robotic systems. Therefore, the perception and manipulation of microrobots should be further explored. Micro-robotic systems include tethered and untethered microrobots. Among untethered micromanipulation, optical manipulation is one of the most accurate approaches and has been demonstrated in applications such as cell analysis and manipulation. Optical tweezer (OT) is a versatile tool for optical manipulation, and is the main focus of this thesis. To avoid damages to living cells caused by illuminating laser directly on them, optical microrobots controlled by OT can be used for indirect manipulation of biological objects in micro-scale. To develop a dexterous micro-robotic platform for biomedical research, perception and manipulation of untethered optical microrobots via OT are two key aspects to be studied. Such optical microrobot could enable 6 DoFs dexterous manipulation in a closed environment such as inside a microfluidic chip. It can also assist cell surgery by transporting and orientating cells or other biological objects to the desired pose. The main target of this thesis is to design and build an OT based micro-robotic system to enable 6 DoFs micromanipulation with accurate depth and pose estimation. Multiple optical traps are used as contactless robotic manipulators' end-effectors, which form a distributed control scheme. The main contributions of the thesis are listed as follows: i) Design and modeling of microrobots with complex shapes are investigated for the implementation of out-of-plane control, ii) Machine learning based algorithms for depth estimation and pose estimation are developed for microrobot monitoring during the optical manipulation, iii) Two control strategies for distributed force control of optical microrobots are developed while a potential application of indirect manipulation using the proposed OT based framework is demonstrated.
- Published
- 2021
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