Extending the Cooperative Dual-Task Space in Conformal Geometric Algebra
CoRR(2023)
摘要
In this work, we are presenting an extension of the cooperative dual-task
space (CDTS) in conformal geometric algebra. The CDTS was first defined using
dual quaternion algebra and is a well established framework for the simplified
definition of tasks using two manipulators. By integrating conformal geometric
algebra, we aim to further enhance the geometric expressiveness and thus
simplify the modeling of various tasks. We show this formulation by first
presenting the CDTS and then its extension that is based around a cooperative
pointpair. This extension keeps all the benefits of the original formulation
that is based on dual quaternions, but adds more tools for geometric modeling
of the dual-arm tasks. We also present how this CGA-CDTS can be seamlessly
integrated with an optimal control framework in geometric algebra that was
derived in previous work. In the experiments, we demonstrate how to model
different objectives and constraints using the CGA-CDTS. Using a setup of two
Franka Emika robots we then show the effectiveness of our approach using model
predictive control in real world experiments.
更多查看译文
关键词
geometric,dual-task
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要