Muscle displacement and force related to walking by dynamics studies of musculoskeletal humanoid robot

IF 0.8 Q4 ROBOTICS
Kentaro Yamazaki, Tatsumi Goto, Yugo Kokubun, Minami Kaneko, Fumio Uchikoba
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引用次数: 0

Abstract

Conventional bipedal robots are mainly controlled by motors using central processing units (CPUs) and software, and they are being developed with control methods and mechanisms that are different from those used by humans. Humans generate basic movement patterns using a central pattern generator (CPG) localized in the spinal cord and create complex and efficient movements through muscle synergies that coordinate multiple muscles. For a robot to mimic the human musculoskeletal structure and reproduce walking movements, muscle parameters are required. In this paper, inverse dynamics analysis is used to determine the muscle displacements and forces required for walking in a musculoskeletal humanoid model, and forward dynamics analysis is used to investigate these values.

肌肉骨骼类人机器人与行走相关的肌肉位移和力的动力学研究
传统的双足机器人主要由使用中央处理器(cpu)和软件的电机控制,它们正在开发与人类不同的控制方法和机制。人类使用定位于脊髓的中枢模式发生器(CPG)产生基本的运动模式,并通过协调多个肌肉的肌肉协同作用产生复杂而有效的运动。为了让机器人模仿人类的肌肉骨骼结构并重现行走动作,需要肌肉参数。本文采用逆动力学分析来确定肌肉骨骼类人模型中行走所需的肌肉位移和力,并采用正动力学分析来研究这些值。
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来源期刊
CiteScore
2.00
自引率
22.20%
发文量
101
期刊介绍: Artificial Life and Robotics is an international journal publishing original technical papers and authoritative state-of-the-art reviews on the development of new technologies concerning artificial life and robotics, especially computer-based simulation and hardware for the twenty-first century. This journal covers a broad multidisciplinary field, including areas such as artificial brain research, artificial intelligence, artificial life, artificial living, artificial mind research, brain science, chaos, cognitive science, complexity, computer graphics, evolutionary computations, fuzzy control, genetic algorithms, innovative computations, intelligent control and modelling, micromachines, micro-robot world cup soccer tournament, mobile vehicles, neural networks, neurocomputers, neurocomputing technologies and applications, robotics, robus virtual engineering, and virtual reality. Hardware-oriented submissions are particularly welcome. Publishing body: International Symposium on Artificial Life and RoboticsEditor-in-Chiei: Hiroshi Tanaka Hatanaka R Apartment 101, Hatanaka 8-7A, Ooaza-Hatanaka, Oita city, Oita, Japan 870-0856 ©International Symposium on Artificial Life and Robotics
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