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通过候选设备的触觉仿真为踝足假肢处方提供信息。

Informing Ankle-Foot Prosthesis Prescription through Haptic Emulation of Candidate Devices.

作者信息

Caputo Joshua M, Adamczyk Peter G, Collins Steven H

机构信息

Department of Mechanical Engineering, Carnegie Mellon University; Intelligent Prosthetic Systems, LLC.

Intelligent Prosthetic Systems, LLC.

出版信息

IEEE Int Conf Robot Autom. 2015 May;2015:6445-6450. doi: 10.1109/ICRA.2015.7140104.

DOI:10.1109/ICRA.2015.7140104
PMID:27570639
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4996637/
Abstract

Robotic prostheses can improve walking performance for amputees, but prescription of these devices has been hindered by their high cost and uncertainty about the degree to which individuals will benefit. The typical prescription process cannot well predict how an individual will respond to a device they have never used because it bases decisions on subjective assessment of an individual's current activity level. We propose a new approach in which individuals 'test drive' candidate devices using a prosthesis emulator while their walking performance is quantitatively assessed and results are distilled to inform prescription. In this system, prosthesis behavior is controlled by software rather than mechanical implementation, so users can quickly experience a broad range of devices. To test the viability of the approach, we developed a prototype emulator and assessment protocol, leveraging hardware and methods we previously developed for basic science experiments. We demonstrated emulations across the spectrum of commercially available prostheses, including traditional (e.g. SACH), dynamic-elastic (e.g. FlexFoot), and powered robotic (e.g. BiOM T2) prostheses. Emulations exhibited low error with respect to reference data and provided subjectively convincing representations of each device. We demonstrated an assessment protocol that differentiated device classes for each individual based on quantitative performance metrics, providing feedback that could be used to make objective, personalized device prescriptions.

摘要

机器人假肢可以改善截肢者的行走性能,但这些设备的高昂成本以及个体受益程度的不确定性阻碍了它们的处方应用。典型的处方流程无法很好地预测个体对从未使用过的设备的反应,因为它是基于对个体当前活动水平的主观评估来做出决策的。我们提出了一种新方法,即个体使用假肢模拟器“试驾”候选设备,同时对其行走性能进行定量评估,并提炼结果以指导处方。在这个系统中,假肢行为由软件控制而非机械实现,因此用户可以快速体验多种设备。为了测试该方法的可行性,我们利用先前为基础科学实验开发的硬件和方法,开发了一个原型模拟器和评估方案。我们展示了对各种市售假肢的模拟,包括传统假肢(如SACH)、动态弹性假肢(如FlexFoot)和动力机器人假肢(如BiOM T2)。模拟结果相对于参考数据显示出低误差,并提供了每个设备在主观上令人信服的表现。我们展示了一种评估方案,该方案基于定量性能指标为每个个体区分设备类别,提供可用于做出客观、个性化设备处方的反馈。

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Human-in-the-loop Bayesian optimization of wearable device parameters.可穿戴设备参数的人工参与贝叶斯优化
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Sensitivity of biomechanical outcomes to independent variations of hindfoot and forefoot stiffness in foot prostheses.足部假肢中生物力学结果对后足和前足刚度独立变化的敏感性。
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本文引用的文献

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Step-to-step transition work during level and inclined walking using passive and powered ankle-foot prostheses.使用被动和动力型踝足假肢在平地和斜坡行走过程中的逐步过渡工作。
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