Initial investigation into bipedal turning: A trajectory optimization study

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2023-08-09 DOI:10.23919/SAIEE.2023.10214227
Callen Fisher;Dean Pretorius;Nathan Weiss
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Abstract

Humans and animals leverage agility to negotiate the unpredictable environments we occupy. In order for legged robots to leave sterile lab environments, they need to be agile enough to negotiate our lives. Currently, human agility is far superior to the state-of-the-art robotic platforms. Replicating this on robotic platforms require a profound understanding of how contact events are leveraged to complete agile tasks. In line with this aim, this letter was an initial investigation into bipedal turning, to gain insight into how turning was achieved, and to identify any kinematic trends that emerged from the optimization results. This research was conducted on a simulated 10 DoF non-planar bipedal platform with point feet, and made use of a realistic friction cone, and not a linearized approximation. The mathematical model used was based on the bipedal robot currently under development. Two experiments were conducted: rapid turns with a fixed turn angle at varying speeds, and rapid turns with varying turn angles at a fixed speed. Results indicated that slip occurred 93.32% of the contact duration, and turn overshoot was present in all trajectories analyzed. Additionally, a long-time-horizon trajectory was presented to motivate the feasibility and stability of the turn trajectories studied.
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两足动物转弯轨迹优化的初步研究
人类和动物利用灵活性来应对我们所处的不可预测的环境。为了让有腿的机器人离开无菌的实验室环境,它们需要足够敏捷,能够与我们的生活进行协商。目前,人类的敏捷性远远优于最先进的机器人平台。在机器人平台上复制这一点需要深入了解如何利用接触事件来完成敏捷任务。根据这一目标,这封信是对两足动物转弯的初步调查,旨在深入了解转弯是如何实现的,并确定优化结果中出现的任何运动学趋势。这项研究是在一个模拟的10DoF非平面双足平台上进行的,该平台具有点脚,并使用了真实的摩擦锥,而不是线性化近似。所使用的数学模型是基于目前正在开发的两足机器人。进行了两个实验:在不同速度下具有固定转角的快速转弯和在固定速度下具有不同转角的快速转向。结果表明,打滑发生在接触持续时间的93.32%,并且在所分析的所有轨迹中都存在转弯过冲。此外,还提出了一个长时程轨迹,以激励所研究的转弯轨迹的可行性和稳定性。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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