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Path Planning for Deformable Robots in Complex Environments

机译:复杂环境中可变形机器人的路径规划

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We present an algorithm for path planning for a flexible robot in complex environments. Our algorithm computes a collision free path by taking into account geometric and physical constraints, including obstacle avoidance, non-penetration constraint, volume preservation, surface tension, and energy minimization. We describe a new algorithm for collision detection between a deformable robot and fixed obstacles using graphics processors. We also present techniques to efficiently handle complex deformable models composed of tens of thousands of polygons and obtain significant performance improvement over previous approaches. Moreover, we demonstrate a practical application of our algorithm in performing path planning of catheters in liver chemoembolization.
机译:我们提出了一种用于复杂环境中的柔性机器人的路径规划算法。我们的算法通过考虑几何和物理约束(包括避开障碍物,非渗透约束,体积保留,表面张力和能量最小化)来计算无碰撞路径。我们描述了一种使用图形处理器的可变形机器人与固定障碍物之间碰撞检测的新算法。我们还提出了有效处理由数以万计的多边形组成的复杂的可变形模型的技术,并获得了比以前的方法明显改善的性能。此外,我们展示了我们的算法在肝化学栓塞术中执行导管路径规划中的实际应用。

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