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Motion capture system for applications in robotics

机译:用于机器人技术的运动捕捉系统

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Most common methods for proper 3D capture of human movement require a laboratory environment and setting of markers, sensors accessories body segments. However, the high cost of these equipments is a limiting factor in our work environment. Motion capture systems like Microsoft's Kinect TM camera present alternative new approaches to motion capture technology. This paper proposes the design and implementation of a marker-less motion capture system of low cost, using the Microsofts Kinect camera. The system allows the capture of 20 joint points at 30 frames per second (fps) and exports the Cartesian coordinates (x, y, z) of each joint point for further analysis. Furthermore, the system plots in 3D the human skeleton tracking. The motion capture system was tested to imitate human movement with a planar robot of 9 degrees of freedom (dof), another application was to generate trajectories for a planar biped robot and the last application described is the control of final effector of virtual Puma robot from motion capture. Its data presents less accuracy and a lower rate than market equipment. On the other hand, the low-cost of Kinect sensor and easy installation to use in comparison with traditional methods, show it as an excellent alternative for robotic applications that do not require much accuracy.
机译:正确进行人体3D捕捉的最常见方法需要实验室环境和设置标记,传感器配件的身体部位。但是,这些设备的高成本是我们工作环境中的一个限制因素。诸如Microsoft的Kinect TM摄像机之类的运动捕捉系统为运动捕捉技术提供了替代的新方法。本文提出了使用Microsoft的Kinect相机的低成本无标记运动捕捉系统的设计和实现。该系统允许以每秒30帧(fps)的速度捕获20个关节点,并导出每个关节点的笛卡尔坐标(x,y,z)进行进一步分析。此外,系统以3D方式绘制人体骨骼跟踪。测试了运动捕捉系统,以模仿具有9个自由度(dof)的平面机器人的人体运动,另一个应用程序是为平面两足动物机器人生成轨迹,最后描述的应用是控制来自虚拟Puma机器人的最终效应器动作捕捉。与市场设备相比,其数据显示的准确性较低,而使用率较低。另一方面,与传统方法相比,Kinect传感器的低成本和易于安装的特性表明,它是不需要很高准确性的机器人应用的绝佳替代品。

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