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3-Dimensional pose sensor algorithm for humanoid robot

机译:类人机器人的三维姿态传感器算法

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摘要

In this paper, a 3D pose attitude estimation system using inertial sensors was developed to provide feedback motion and attitude information for a humanoid robot. It has a very effective switching structure and composed of three modules, a motion acceleration detector, a pseudo-accelerometer output estimator, and a linear acceleration estimator. The switching structure based on probability enables a tactful feedback loop for the extended Kalman filter inside the sensor system. Specially designed linear-rotation test equipment was built, and the experimental results showed its fast convergence to actual values in addition to its excellent responses. The output of the proposed 3D sensor can be transmitted to a humanoid at a frequency of 200 Hz.
机译:在本文中,开发了使用惯性传感器的3D姿态姿态估计系统,以为类人机器人提供反馈运动和姿态信息。它具有非常有效的开关结构,由三个模块组成:运动加速度检测器,伪加速度计输出估算器和线性加速度估算器。基于概率的开关结构为传感器系统内部的扩展卡尔曼滤波器提供了一种可感知的反馈回路。建造了专门设计的线性旋转测试设备,实验结果表明,它具有出色的响应能力,并且可以快速收敛到实际值。所提出的3D传感器的输出可以200 Hz的频率传输到人形机器人。

著录项

  • 来源
    《Control Engineering Practice》 |2010年第10期|p.1173-1182|共10页
  • 作者

    Ah-Lam Lee; Jung-Han Kim;

  • 作者单位

    School of Mechanical Design and Automation Engineering. Seoul National University of Technology, 172 Gongneung-dong, Nowon-ku, Seoul 139-743, Republic of Korea;

    School of Mechanical Design and Automation Engineering. Seoul National University of Technology, 172 Gongneung-dong, Nowon-ku, Seoul 139-743, Republic of Korea;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    3D pose sensor; attitude estimation; switching algorithm; humanoid robot; extended kalman filter;

    机译:3D姿态传感器;态度估计;切换算法;人形机器人扩展卡尔曼滤波器;
  • 入库时间 2022-08-18 02:04:38

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