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Bionic Jumping of Humanoid Robot via Online Centroid Trajectory Optimization and High Dynamic Motion Controller

摘要The dynamic motion capability of humanoid robots is a key indicator for evaluating their performance.Jumping,as a typi-cal dynamic motion,is of great significance for enhancing the robot's flexibility and terrain adaptability in unstructured environments.However,achieving high-dynamic jumping control of humanoid robots has become a challenge due to the high degree of freedom and strongly coupled dynamic characteristics.The idea for this paper originated from the human response process to jumping commands,aiming to achieve online trajectory optimization and jumping motion control of humanoid robots.Firstly,we employ nonlinear optimization in combination with the Single Rigid Body Model(SRBM)to generate a robot's Center of Mass(CoM)trajectory that complies with physical constraints and minimizes the angular momentum of the CoM.Then,a Model Predictive Controller(MPC)is designed to track and control the CoM trajectory,obtaining the required contact forces at the robot's feet.Finally,a Whole-Body Controller(WBC)is used to generate full-body joint motion trajectories and driving torques,based on the prioritized sequence of tasks designed for the jumping process.The control framework proposed in this paper considers the dynamic characteristics of the robot's jumping process,with a focus on improving the real-time performance of trajectory optimization and the robustness of controller.Simulation and experimental results demonstrate that our robot successfully executed high jump motions,long jump motions and continuous jump motions under complex working conditions.

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作者 Xiangji Wang [1] Wei Guo [1] Zhicheng He [2] Rongchao Li [1] Fusheng Zha [1] Lining Sun [1] 学术成果认领
作者单位 State Key Laboratory of Robotics and System,Harbin Institute of Technology(HIT),Harbin 150001,China [1] Faculty of Computing,Harbin Institute of Technology(HIT),Harbin 150001,China [2]
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DOI 10.1007/s42235-024-00586-4
发布时间 2025-01-25(万方平台首次上网日期,不代表论文的发表时间)
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仿生工程学报(英文版)

仿生工程学报(英文版)

2024年21卷6期

2759-2778页

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