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VISION BASED FORCE SENSING FOR NANOROBOTIC MANIPULATION

机译:基于视觉的纳米机器人操纵力感测

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Over the last decade, considerable interest has been generated in building and manipulating nanoscale structures. Applications of nanomanipulation include study of nanoparticles, molecules, DNA and viruses, and bottom-up nanoassembly. We propose a Nanomanipulation System using the Zyvex S100 nanomanipulator, which operates within a scanning electron microscope (SEM), as its primary component. The primary advantage of the S100 setup over standard scanning probe microscopy based nanomanipulators is the ability to see the object during manipulation. Relying on visual feedback alone to control the nanomanipulator is not preferable due to perceptual limitations of depth and contact within the SEM. To improve operator performance over visual feedback alone, an impedance-controlled bilateral teleoperation setup is envisioned. Lack of on-board force sensors on the S100 system is the primary hindrance in the realization of the proposed architecture. In this paper, we present a computer vision based force sensing scheme. The advantages of this sensing strategy include its low cost and lack of requirement of hardware modification(s). Force sensing is implemented using an atomic force microscopy (AFM) probe attached to the SI00 end-effector. Deformation of the cantilever probe is monitored using a Hough transform based algorithm. These deformations are mapped to corresponding end-effector forces following the Euler-Bernoulli beam mechanics model. The forces thus sensed can be used to provide force-feedback to the operator through a master manipulator.
机译:在过去的十年中,人们对构建和操纵纳米级结构产生了极大的兴趣。纳米操纵的应用包括纳米颗粒,分子,DNA和病毒以及自下而上的纳米组装的研究。我们提出一种使用Zyvex S100纳米操纵器的纳米操纵系统,该系统在扫描电子显微镜(SEM)中运行,作为其主要组件。与基于标准扫描探针显微镜的纳米操纵器相比,S100设置的主要优势在于能够在操纵过程中看到物体。由于深度和SEM内接触的感知限制,仅依靠视觉反馈来控制纳米操纵器是不可取的。为了仅通过视觉反馈来改善操作员性能,可以设想使用阻抗控制的双向遥操作装置。 S100系统上缺少车载力传感器是实现所提出的体系结构的主要障碍。在本文中,我们提出了一种基于计算机视觉的力感测方案。该感测策略的优点包括其低成本和不需要硬件修改的需求。使用连接到SI00末端执行器的原子力显微镜(AFM)探针实现力感测。使用基于霍夫变换的算法监控悬臂探针的变形。根据Euler-Bernoulli梁力学模型,将这些变形映射到相应的末端执行器力。如此感测到的力可用于通过主操纵器向操作员提供力反馈。

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