移动人形机器人的人类启发的整体控制
Zijian Wang1, Xuanrui Ren1, Hongfu Tang1
1School of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150080, China.
Biomimetics (Basel, Switzerland)
|February 26, 2026
概括
这项研究引入了一种新的人类灵感控制方法,用于人形移动操纵器,统一基础和手臂运动,以实现更顺,更协调的行动. 这种方法优化了复杂任务的运动,提高了机器人的灵活性和效率.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 控制系统 控制系统
- 人形机器人的人形机器人
背景情况:
- 人形移动操纵器将轮式底座与上体相结合,用于复杂的任务.
- 从协调的底部,腰部和双臂运动的高冗余性提出了控制挑战.
研究的目的:
- 提出一种以人类为灵感的整体控制方法,用于在人形移动操纵器中实现统一的运动协调.
- 通过优化移动基部和上肢之间的相互作用来增强操纵能力.
主要方法:
- 开发了一个多目标优化框架,统一移动基地和双臂的自由度 (DOF).
- 制定了控制器作为一个严格凸的二次程序 (QP) 准确的终端效应器跟踪和约束处理.
- 集成的等级重量分配和基础DOF优化,灵感来自于人类运动控制.
主要成果:
- 在遵守关节位置和速度约束的同时,实现了精确的终端效应器跟踪.
- 在模拟和现实世界的实验中产生了光滑,类似人形的运动.
- 在搬运和组装任务中,在移动基部,腰部和双臂之间展现出有效的协调.
结论:
- 提出的人类启发的整体控制方法有效地解决了人形移动操纵器的冗余性.
- 这种方法增强了运动协调,导致机器人行为更加自然和高效.
- 通过模拟和实验验证双臂处理和入孔组装任务.
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