灵巧臂手作业仿真平台数据集

本数据集面向灵巧臂-手机器人操作研究与多场景任务验证，构建了家居服务、工业装配、排爆作业和救援作业四类典型场景，提供可交互物体、多任务动作脚本与高精度物理仿真环境。数据集整合了基于 MoveIt! 与 Gazebo 的运动规划、碰撞检测和视觉伺服控制模块，支持超过 10 种灵巧操作模式验证，并可生成符合国家标准的指尖轨迹数据。研究人员可利用该数据集进行操作规划、抓取控制、行为学习和仿真到实机迁移等多方向研究，具有高度可复现性与工程实用价值。This dataset is developed for research on dexterous mobile manipulator manipulation and multi-scenario task validation. Four typical scenarios including home service, industrial assembly, explosive ordnance disposal (EOD) and rescue operations are constructed. It provides interactive objects, multi-task action scripts and a high-precision physical simulation environment. The dataset integrates motion planning, collision detection and visual servo control modules based on MoveIt! and Gazebo, supporting validation of more than 10 dexterous manipulation modes and generating national standard-compliant fingertip trajectory data. Researchers can utilize this dataset for multi-directional research such as manipulation planning, grasping control, behavior learning and simulation-to-real transfer, which features high reproducibility and great engineering practical value.

搜集汇总

背景与挑战

背景概述

该数据集面向灵巧臂-手机器人操作研究，构建了家居、工业、排爆和救援四类典型场景，提供可交互物体、多任务脚本和高精度仿真环境。它整合了运动规划与视觉伺服等模块，支持多种操作模式验证，可用于抓取控制、行为学习及仿真迁移等研究，具有高度可复现性。