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面向变化地形的双足机器人动态直膝行走模式快速生成OA

Fast Generation of Walking Pattern of Biped Stretched-knees-gait for Variable Terrains

中文摘要英文摘要

提出了一种面向变化地形的双足机器人动态直膝行走模式快速生成方法,该方法由路径优化和速度规划两部分组成.在路径规划阶段,使用定义在混合运动学坐标域上的少参数路径描述行走过程.所提的混合运动学坐标表述可自然保证支撑腿的直膝状态,并确保摆动腿在单支撑相位不触地.为了获得局部动力学可行的全身运动路径,以最小化单步时间为目标优化躯干水平运动路径参数,以最大化过渡帧稳定裕度为目标优化摆动足路径参数.获得路径后,使用改进的稀疏网格前向-后向算法,对路径进行速度规划,使之满足动力学约束.经 15 自由度的简化双足系统仿真实验,所提方法可以在 2.5 ms 内生成适应不同地形变化的动态直膝行走轨迹.

An efficient dynamic straight-knee walking pattern generation method for bipedal robots on changing terrains is proposed.The method consists of two steps:path optimization and speed planning.In the path planning phase,a path encoded by low-dimensional parameters defined in the hybrid kinematic coordinate domain is used to describe the walking process.The present hybrid kinematic coordinate representation naturally ensures a straight-knee state for the supporting leg and prevents the swing leg from colliding with the ground in the single support phase.To obtain the locally dynamically feasible whole-body motion paths,the parameters of the torso's horizontal motion path with the objective of minimizing the single-step time is optimized,and the parameters of the swing foot path with the objective of maximizing the stability margin in transition frames is also optimized.After obtaining the path,an improved sparse grid forward-backward algorithm is used for speed planning to ensure that it satisfies the dynamic constraints.In a simplified bipedal system simulation experiment with 15 degrees of freedom,the present method can generate the dynamic straight-knee walking trajectories that can adapt to different terrain changes within 2.5 ms.

许森;丁烨

上海交通大学 机械与动力工程学院,上海 200240上海交通大学 机械与动力工程学院,上海 200240

信息技术与安全科学

双足系统轨迹优化在线优化

biped robottajectory optimizationonline optimization

《机械科学与技术》 2026 (3)

381-391,11

国家自然科学基金项目(91948302)

10.13433/j.cnki.1003-8728.20240061

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