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Research in Automated Planning and Control for Micromanipulation

机译:微操纵的自动化计划与控制研究

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Manipulation of microscopic objects, especially biological objects and microelectromechanical systems (MEMS) components, has become an important area of robotics research over the past several years. Automation is necessary as it is challenging to manually control the microobjects due to the scaling effect of the surface forces, stochastic motion of objects in fluid media, and uncertainty associated with object state estimation. Automation requires real-time control of the position, orientation, and force applied by each of the operational manipulators, as governed by the system-level objectives of optimizing resource, time, and effort, by planning suitable actions for the manipulated objects. In this paper, we provide a survey of the research in planning and control of such automated micromanipulation operations. We present a broad taxonomy based on the underlying approach, and discuss the salient features and experimental success of each research effort. We also identify the major limitations and common trends across all the approaches, discuss the effectiveness of an approach depending on the operation characteristics, and outline promising future research directions.
机译:在过去的几年中,操纵微观物体,尤其是生物物体和微机电系统(MEMS)组件已成为机器人研究的重要领域。自动化是必要的,因为由于表面力的缩放作用,流体介质中对象的随机运动以及与对象状态估计相关的不确定性,手动控制微对象具有挑战性。自动化要求对每个操作操纵器施加的位置,方向和力进行实时控制,这要通过优化资源,时间和精力的系统级目标(通过为操纵对象规划合适的动作)来控制。在本文中,我们提供了对此类自动化微操作操作的计划和控制研究的概述。我们基于基础方法提出了广泛的分类法,并讨论了每种研究工作的显着特征和实验成功。我们还将确定所有方法的主要局限性和共同趋势,根据操作特征讨论方法的有效性,并概述有希望的未来研究方向。

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