首页|期刊导航|航天器工程|基于动作追踪的遥操作控制及具身数据采集架构设计

基于动作追踪的遥操作控制及具身数据采集架构设计OA

Design of Teleoperation Control and Embodied-data Acquisition Architecture Based on Motion Tracking

中文摘要英文摘要

针对空间机器人传统遥操作方法交互复杂、操作效率低,且现有分布式遥操作系统控制与数据采集链路耦合度低、安全机制零散的问题,同时为满足空间机器人的具身智能发展对高质量多模态示教数据的迫切需求,提出一种面向空间机器人的基于动作追踪的遥操作控制与具身数据采集架构设计.该架构采用物理分层与双端通信进程隔离设计,自上而下划分为动作追踪与人机交互层、综合控制与多模态数据采集层、机器人执行层,集成空间几何映射、约束逆运动学求解、多级安全约束及多模态数据同步采集等核心模块,充分考虑安全约束机制,有效实现人类自然手部动作到机器人控制指令的映射遥操作控制与具身高质量数据采集.文章搭建了融合头戴式动作追踪终端与七自由度机械臂的物理验证平台,试验结果表明,系统在跟踪精度、动态稳定性与全链路实时性方面均满足空间机器人作业控制要求.该架构设计既能提升空间机器人复杂在轨任务的遥操作效率与灵巧操作精度,也能为空间机器人具身智能模型训练提供高质量的多模态专家示教数据,为空间机器人智能控制系统的工程实现提供了技术参考.

Traditional teleoperation for space robots suffers from complex interaction and low op-eration efficiency.Distributed teleoperation systems also exhibit loose coupling between control and data-acquisition links,together with fragmented safety mechanisms.To obtain high-quality multimodal demonstration data for embodied-intelligence research of space robots,a motion tracking-based architecture for teleoperation control and embodied-data acquisition is proposed.Physical layering and dual-end communication-process isolation are adopted in this architecture.Three layers are defined:the motion-tracking and human-robot interaction layer,integrated con-trol and multimodal data-acquisition layer,and robot execution layer.Key functional modules are integrated,including spatial geometric mapping,constrained inverse kinematics solving,multi-level safety constraints,and synchronous multimodal-data acquisition.Relying on complete safe-ty-constraint mechanisms,the system realizes mapping from human natural hand motions to ro-bot control commands.It implements teleoperation control as well as high-quality synchronous embodied-data acquisition.A physical verification platform is built with a head-mounted motion-tracking terminal and a 7-degree-of-freedom manipulator.Test results verify that the system meets on-orbit control demands of space robots in tracking accuracy,dynamic stability and end-to-end real-time performance.The architecture enhances teleoperation dexterity and operation ef-ficiency for complex on-orbit tasks.It supplies high-quality expert demonstration data for embod-ied-intelligence model training,and provides technical references for engineering realization of space-robot intelligent control systems.

罗涛;曹剑飞;马鹤洋;张亚航;王耀兵

北京空间飞行器总体设计部,北京 100094||空间智能机器人系统技术与应用北京市重点实验室,北京 100094北京空间飞行器总体设计部,北京 100094||空间智能机器人系统技术与应用北京市重点实验室,北京 100094北京空间飞行器总体设计部,北京 100094||空间智能机器人系统技术与应用北京市重点实验室,北京 100094北京空间飞行器总体设计部,北京 100094||空间智能机器人系统技术与应用北京市重点实验室,北京 100094北京空间飞行器总体设计部,北京 100094||空间智能机器人系统技术与应用北京市重点实验室,北京 100094

航空航天

空间机器人具身智能遥操作数据采集

space robotembodied intelligenceteleoperationdata acquisition

《航天器工程》 2026 (4)

93-101,9

10.3969/j.issn.1673-8748.2026.04.013

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