Edraki Mahdiar, Lokesh Rakshith, Krotov Aleksei, Ramezani Alireza, Sternad Dagmar
Department of Mechanical and Industrial Engineering, Northeastern University, Boston, MA, USA.
Department of Biology, Northeastern University, Boston, MA, USA.
Proc IEEE RAS EMBS Int Conf Biomed Robot Biomechatron. 2024 Sep;2024:270-275. doi: 10.1109/biorob60516.2024.10719792. Epub 2024 Oct 23.
Manipulating flexible and underactuated objects, such as a whip, remains a significant challenge in robotics. Remarkably, humans can skillfully manipulate such objects to achieve tasks, ranging from hitting distant targets to extinguishing a cigarette's in someone's mouth with the tip of a whip. This study explored this problem by constructing and modeling a 25-degree-of-freedom whip. Our goal was to investigate the strategies employed by humans when using a whip to strike a target. To that end, a human-inspired controller was devised that emulated two observed movement strategies: "striking only" and "preparing and striking". While the latter strategy involved a more intricate and parameter-intensive trajectory definition, our findings revealed that the more complex "preparing and striking" approach enabled the whip to reach targets at greater distances. The outcomes of this study provided first insights into preparatory movements that humans employ when manipulating objects. By directly bridging between human and robot studies, we show how insights into human movements may inform effective robot control strategies for the manipulation of underactuated objects.
操控诸如鞭子之类的柔性欠驱动物体,在机器人技术领域仍然是一项重大挑战。值得注意的是,人类能够巧妙地操控此类物体来完成各种任务,从击中远处目标到用鞭梢熄灭他人嘴上的香烟。本研究通过构建并模拟一个具有25个自由度的鞭子来探索这一问题。我们的目标是研究人类使用鞭子击打目标时所采用的策略。为此,设计了一种受人类启发的控制器,该控制器模拟了两种观察到的运动策略:“仅击打”和“准备并击打”。虽然后一种策略涉及更复杂且参数密集的轨迹定义,但我们的研究结果表明,更复杂的“准备并击打”方法能使鞭子击中更远距离的目标。这项研究的成果首次揭示了人类在操控物体时所采用的准备动作。通过直接将人类研究与机器人研究联系起来,我们展示了对人类运动的洞察如何为操控欠驱动物体的有效机器人控制策略提供参考。