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Seeking the Analytical Approximation of the Stance Dynamics of the 3D Spring-Loaded Inverted Pendulum Model By Using Perturbation Approach

机译:通过使用扰动方法寻求3D弹簧加载倒立摆模型的姿态动态的分析近似

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The Spring-Loaded Inverted Pendulum (SLIP) has been widely exploited in both biomechanical and robotics research due to its simple form in mathematics and high accuracy in fitting experimental biology data. However the intrinsic nonlinearity of the SLIP dynamics makes accurate analytical representation unavailable. Traditional methods take advantage of numerical integration to handle this issue while several existing analytical approximations focusing on 2D-SLIP model. The 3D-SLIP suitable to physical reality is rarely investigated. This paper presents a novel perturbation-based approach to obtain the closed-form analytical approximations of the 3D-SLIP model in stance phase. In contrast to existing work ignoring the gravitational forces, the proposed approach just relies on assumptions of small leg compression and small leg swept angle. The performance of the derived approximations has been evaluated via comprehensive numerical analysis. The quality of accurate apex prediction promises the approximation as an advantageous and reliable tool for locomotion control of legged robots.
机译:由于其在数学的简单形式和适合实验生物数据中的高准确度,弹簧式倒置摆(滑动)已广泛利用生物力学和机器人研究。然而,滑动动力学的内在非线性使得准确的分析表示不可用。传统方法利用数值集成来处理此问题,而关注于2D滑移模型的几个现有的分析近似。适合于物理现实的3D滑移很少被研究。本文提出了一种基于扰动的扰动的方法,以获得姿势阶段3D滑移模型的闭合形式分析近似。与忽略引力力的现有工作相比,所提出的方法依赖于小腿压缩和小腿扫描角度的假设。通过综合数值分析评估了衍生近似的性能。精确的顶点预测的质量承诺是近似作为腿机器人的运动机置控制的有利可靠的工具。

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