A compact two DOF magneto-elastomeric force sensor for a running quadruped

A. Ananthanarayanan, S. Foong, Sangbae Kim
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引用次数: 25

Abstract

This paper presents a novel design approach for a two-DOF foot force sensor for a high speed running quadruped. The adopted approach harnesses the deformation property of an elastomeric material to relate applied force to measurable deformation. A lightweight, robust and compact magnetic-field based sensing system, consisting of an assembly of miniature hall-effect sensors, is employed to infer the positional information of a magnet embedded in the elastomeric material. Instead of solving two non-linear models (magnetic field and elastomeric) sequentially, a direct approach of using artificial neural networks (ANN) is utilized to relate magnetic flux density (MFD) measurements to applied forces. The force sensor, which weighs only 24.5 gms, provides a measurement range of 0 - 1000 N normal to the ground and up to ± 125N parallel to the ground. The mean force measurement accuracy was found to be within 7% of the applied forces. The sensor designed as part of this work finds direct applications in ground reaction force sensing for a running quadrupedal robot.
一种紧凑的二自由度磁弹性力传感器,用于奔跑的四足动物
提出了一种用于高速奔跑四足动物的二自由度足部力传感器的设计方法。所采用的方法利用弹性体材料的变形特性,将施加的力与可测量的变形联系起来。采用一种由微型霍尔效应传感器组成的轻量、鲁棒、紧凑的磁场传感系统来推断嵌入在弹性体材料中的磁体的位置信息。代替求解两个非线性模型(磁场和弹性体)顺序,使用人工神经网络(ANN)的直接方法将磁通密度(MFD)测量与施加的力联系起来。力传感器重量仅为24.5 g,测量范围为垂直于地面的0 ~ 1000n,平行于地面的±125N。发现平均力测量精度在施加力的7%以内。作为这项工作的一部分设计的传感器直接应用于四足机器人的地面反作用力传感。
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