首页> 外文会议>Annual Conference of IEEE Industrial Electronics Society >FPGA-based wideband force sensing with Kalman-filter-based disturbance observer
【24h】

FPGA-based wideband force sensing with Kalman-filter-based disturbance observer

机译:基于FPGA的基于FPGA的宽带力感测基于卡尔曼滤波器的扰动观察者

获取原文

摘要

Haptic technology has been attracting widespread attention in the fields of robotics and medicine. The bandwidth of force sensing is vital to reproduce the vivid force sensation. This paper proposes a method to enlarge the bandwidth of force sensing. In this paper, the force sensing operation is constructed by a combination of a Kalman-filter and a disturbance observer for multi-sensor. In order to achieve the high sampling rate, the control algorithm together with the force estimation function is implemented in a field programmable gate array (FPGA). The wide bandwidth of force sensing is obtained owing to the shortened sampling period by FPGA and the noise suppression by Kalman-filter. The experimental results show the viability of the proposed method.
机译:触觉技术在机器人和医学领域一直吸引着广泛的关注。力传感的带宽对于再现生动的力感性至关重要。本文提出了一种扩大力传感带宽的方法。在本文中,通过卡尔曼滤波器的组合和用于多传感器的干扰观测器来构造力传感操作。为了实现高采样速率,控制算法与力估计函数一起实现在现场可编程门阵列(FPGA)中实现。由于缩短了通过FPGA的采样周期和卡尔曼滤波器的噪声抑制来获得力传感的宽带宽。实验结果表明了该方法的可行性。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号