Quantifying sway through surface deflection patterns: A novel approach using distributive tactile sensing

Author:

Elliott M T1,Petra I1,Ma X-H1,Brett P N1,Holding D J1

Affiliation:

1. Clinical Bimedical Engineering Research Group, School of Engineering and Applied Science, Aston University, Birmingham, UK

Abstract

This paper describes an experiment that extends the distributive sensing approach to identify the three-dimensional location of an object in constant motion. Distributive sensing has previously been successful in the identification of size and location of statically placed objects. Here, a novel system is developed to measure balance or sway in patients. The experimental set-up consisted of a pendulum structure positioned on a supported steel plate. Three low-cost deflection sensors were positioned under the plate with the resulting signals used as inputs to a neural network implemented on a field-programmable gate array. The results show that the embedded system can accurately track the pendulum position in real time with a mean tracking error of around 6 per cent in all three dimensions. This evidence indicates that the technique is sufficiently sensitive and could be implemented in a pragmatic configuration for discriminating between balance and sway.

Publisher

SAGE Publications

Subject

Mechanical Engineering,General Medicine

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A tactile sensing approach in stroke rehabilitation;Mechatronics;2019-05

2. A Mechatronic Solution for Stroke Rehabilitation in a Reaching Task;Mechatronics and Machine Vision in Practice 3;2018

3. State of the art of smart homes;Engineering Applications of Artificial Intelligence;2012-10

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