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Parallel algorithm for computing 3D reachable workspaces

机译:计算3D可达工作空间的并行算法

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Abstract: The problem of computing the 3-D workspace for redundant articulated chains has applications in a variety of fields such as robotics, computer aided design, and computer graphics. The computational complexity of the workspace problem is at least NP-hard. The recent advent of parallel computers has made practical solutions for the workspace problem possible. Parallel algorithms for computing the 3-D workspace for redundant articulated chains with joint limits are presented. The first phase of these algorithms computes workspace points in parallel. The second phase uses workspace points that are computed in the first phase and fits a 3-D surface around the volume that encompasses the workspace points. The second phase also maps the 3-D points into slices, uses region filling to detect the holes and voids in the workspace, extracts the workspace boundary points by testing the neighboring cells, and tiles the consecutive contours with triangles. The proposed algorithms are efficient for computing the 3-D reachable workspace for articulated linkages, not only those with redundant degrees of freedom but also those with joint limits. !26
机译:摘要:计算冗余铰接链的3-D工作空间的问题已在机器人,计算机辅助设计和计算机图形学等各个领域得到应用。工作区问题的计算复杂度至少是NP-难的。并行计算机的最新出现为工作空间问题提供了可行的解决方案。提出了用于计算具有关节极限的冗余铰接链的3-D工作空间的并行算法。这些算法的第一阶段并行计算工作空间点。第二阶段使用在第一阶段中计算出的工作空间点,并围绕包含工作空间点的体积拟合3-D曲面。第二阶段还将3-D点映射为切片,使用区域填充来检测工作空间中的孔和空隙,通过测试相邻单元格来提取工作空间边界点,并用三角形平铺连续的轮廓。所提出的算法对于计算关节连接的3-D可达工作空间是有效的,不仅具有冗余自由度的关节,而且具有关节限制的关节。 !26

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