Contact Force Optimization to Enhance Fault-tolerant Motion Stability of a Hexapod Robot

IF 4.9 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY
Bo You, Shangdong Shi, Chen Chen, Jiayu Li, Nan Li, Liang Ding
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Abstract

This paper presents a novel method for optimizing the contact force of a hexapod robot to enhance its dynamic motion stability when one of its legs fails. The proposed approach aims to improve the Force Angle Stability Margin (FASM) and adapt the foot trajectory through contact force optimization to achieve safe and stable motion on various terrains. The foot force optimization approach is designed to optimize the FASM, a factor rarely considered in existing contact force optimization methods. By formulating the problem of enhancing the motion stability of the hexapod robot as a Quadratic Programming (QP) optimization problem, this approach can effectively address this issue. Simulations of a hexapod robot using a fault-tolerant gait, along with real field experiments, were conducted to validate the effectiveness and feasibility of the contact force optimization approach. The results demonstrate that this approach can be used to design a motion controller for a hexapod robot with a significantly improved motion stability. In summary, the proposed contact force optimization method offers a promising solution for enhancing the motion stability of hexapod robots with single leg failures and has the potential to significantly advance the development of fault-tolerant hexapod robots for various applications.

Abstract Image

优化接触力以增强六足机器人的容错运动稳定性
本文提出了一种优化六足机器人接触力的新方法,以增强其在一条腿失效时的动态运动稳定性。所提出的方法旨在通过接触力优化来改善力角稳定裕度(FASM)和调整脚部轨迹,从而在各种地形上实现安全稳定的运动。脚力优化方法旨在优化 FASM,而现有的接触力优化方法很少考虑这一因素。通过将增强六足机器人运动稳定性的问题表述为一个二次编程(QP)优化问题,该方法可以有效解决这一问题。为了验证接触力优化方法的有效性和可行性,我们对使用容错步态的六足机器人进行了模拟,并进行了实际现场实验。结果表明,这种方法可用于设计六足机器人的运动控制器,并显著提高运动稳定性。总之,所提出的接触力优化方法为提高单腿故障六足机器人的运动稳定性提供了一种很有前途的解决方案,并有可能极大地推动容错六足机器人在各种应用领域的发展。
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来源期刊
Journal of Bionic Engineering
Journal of Bionic Engineering 工程技术-材料科学:生物材料
CiteScore
7.10
自引率
10.00%
发文量
162
审稿时长
10.0 months
期刊介绍: The Journal of Bionic Engineering (JBE) is a peer-reviewed journal that publishes original research papers and reviews that apply the knowledge learned from nature and biological systems to solve concrete engineering problems. The topics that JBE covers include but are not limited to: Mechanisms, kinematical mechanics and control of animal locomotion, development of mobile robots with walking (running and crawling), swimming or flying abilities inspired by animal locomotion. Structures, morphologies, composition and physical properties of natural and biomaterials; fabrication of new materials mimicking the properties and functions of natural and biomaterials. Biomedical materials, artificial organs and tissue engineering for medical applications; rehabilitation equipment and devices. Development of bioinspired computation methods and artificial intelligence for engineering applications.
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