Human-Inspired Control of a Whip: Preparatory Movements Improve Hitting a Target.

Mahdiar Edraki, Rakshith Lokesh, Aleksei Krotov, Alireza Ramezani, Dagmar Sternad
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Abstract

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.

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人类启发的鞭子控制:准备动作提高击中目标。
操纵柔性和欠驱动的物体,如鞭子,仍然是机器人技术的重大挑战。值得注意的是,人类可以熟练地操纵这些物体来完成任务,从击中远处的目标到用鞭子尖扑灭某人嘴里的香烟。本研究通过构建和建模一个25自由度的鞭子来探讨这一问题。我们的目标是研究人类在用鞭子击打目标时所采用的策略。为此,我们设计了一个受人类启发的控制器,模拟了两种观察到的运动策略:“只攻击”和“准备攻击”。虽然后一种策略涉及更复杂和参数密集的轨迹定义,但我们的研究结果表明,更复杂的“准备和打击”方法使鞭子能够在更远的距离到达目标。这项研究的结果首次揭示了人类在操纵物体时所采用的准备动作。通过直接连接人类和机器人的研究,我们展示了对人类运动的洞察如何为操纵欠驱动物体的有效机器人控制策略提供信息。
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Design and Validation of a Modular, Backdrivable Ankle Exoskeleton. Volitional Control of the Paretic Hand Post-Stroke Increases Finger Stiffness and Resistance to Robot-Assisted Movement. Human-Inspired Control of a Whip: Preparatory Movements Improve Hitting a Target. HDR Brachytherapy Planning using Active Needles - Preliminary Investigation on Dose Planning. Design of pediatric robot to simulate infant biomechanics for neuro-developmental assessment in a sensorized gym.
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