Real-time tracking of a moving contacting load using the distributive tactile sensing method.

P. Brett, X. Ma, D. J. Holding, M. T. Elliott, I. Petra
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引用次数: 4

Abstract

Motion measurement is a key function for patient diagnosis, therapy and rehabilitation in clinical disciplines ranging physiology, audiology, orthopaedics, neurophysiology. The equipment can be by video camera recording, machine vision systems and force plates. Motion analysis systems supported by multi-camera machine vision systems are an expensive solution for many applications. Force plates are another measurement tool that can be used in conjunction with a machine vision system or as a separate system. In the case of the latter set-up, the force plate is able to measure the centroid and vector of the ground reaction force, and the data retrieved can be interpreted by clinical staff to determine the nature of balance or stance of a patient. There is valuable information in the transients that can be detected by this approach, however the force plate cannot be utilised to discriminate other spatial factors in the way that the loads are applied by the patient on the surface. This paper reports the distributive approach to tactile sensing applied to infer the 3 dimensional motion of a moving mass in a supporting mechanism placed on the 2 dimensional sensing surface. The distributive approach has the advantage over forceplates on constructional costs and the ability to discriminate many motion metrics of patients. Implementation of the system using only three low cost deflection sensing elements, positioned under the surface with the resulting signals interpreted by neural network implemented on a field programmable gate array (FPGA) output near real time sampling rates greater than 70 KHz. The investigation demonstrates that the performance is sufficiently accurate for the intended clinical application, having backing errors of less than 5% in all three dimensions.
基于分布式触觉传感方法的移动接触负载实时跟踪。
在生理学、听力学、骨科、神经生理学等临床学科中,运动测量是患者诊断、治疗和康复的关键功能。该设备可通过摄像机、机器视觉系统和测力板进行记录。多相机机器视觉系统支持的运动分析系统对于许多应用来说是一种昂贵的解决方案。测力板是另一种测量工具,可以与机器视觉系统结合使用,也可以作为单独的系统使用。在后一种情况下,测力板能够测量地面反作用力的质心和矢量,临床工作人员可以对采集到的数据进行解释,以确定患者的平衡或站立的性质。通过这种方法可以检测到瞬态中有价值的信息,但是,在病人在表面施加载荷的方式中,力板不能用于区分其他空间因素。本文报道了一种应用于触觉传感的分布方法,用于推断放置在二维传感表面上的支撑机构中的运动物体的三维运动。分布式方法在结构成本和区分患者许多运动指标的能力上优于力板。该系统的实现仅使用三个低成本的偏转传感元件,放置在地面下,由现场可编程门阵列(FPGA)输出的神经网络解释产生的信号,实时采样率超过70 KHz。调查表明,该性能对于预期的临床应用来说是足够准确的,在所有三个维度上的后退误差都小于5%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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