基于光纤Bragg光栅的古典舞运动监测柔性鞋垫的设计与制作

IF 4.3 2区 综合性期刊 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Leonardo Maggioni;Sara Del Chicca;Davide Paloschi;Leonardo Bianchi;Alfredo Cigada;Paola Saccomandi
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引用次数: 0

摘要

准确监测古典舞蹈动作,如半动腿和大动腿,对于理解姿势动力学和预防受伤至关重要。在这项工作中,分析了一名专业芭蕾舞者和九名业余芭蕾舞者对上述芭蕾动作的执行情况。监测系统由3d打印的可穿戴鞋垫组成,该鞋垫基于光纤和8个光纤布拉格光栅(FBG)传感器,用于检测压力变化和压力中心(COP)的位移。此外,还引入了标准化的无量纲指标[不对称指数和边界时间(TIB)],并将其用于评估不对称性和对表演过程中姿势稳定性和肌肉控制的定量理解。结果表明,FBG鞋垫能够以较高的灵敏度(0.5 ~ 0.8 pm/kPa)检测压力变化,在最大压力方面,小鞋垫和大鞋垫在最大压力(小鞋垫的最大压力为28.1~\text {m}^{{2}}/\text {kg}$,大鞋垫的最大压力为46.3~\text {kPa} \times \text {m}^{{2}}/\text {kg}$)和COP稳定性方面存在显著差异。基于fbg的鞋垫为芭蕾舞活动量身定制,并允许将业余舞者的表演与专业舞者的表演进行比较,并识别在执行练习过程中潜在的错误(例如,举脚跟)。实施的方法和获得的结果允许评估改进训练的解决方案,重新调整准备工作,并在未来确定可能的伤害来源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design and Fabrication of Fiber Bragg Grating-Based Flexible Insole for Monitoring Execution of Classical Dance Exercises
Accurate monitoring of classical dance movements, such as the demi plié and grand plié, is crucial for understanding postural dynamics and preventing injuries. In this work, the execution of the above-mentioned ballet exercises performed by one professional ballet dancer and nine amateurs is analyzed. The monitoring system consists in a 3D-printed wearable insole based on an optical fiber with eight fiber Bragg grating (FBG) sensors, used to detect pressure changes and displacements of the center of pressure (COP). In addition, standardized dimensionless indices [asymmetry index and time in boundary (TIB)] are introduced and used for the evaluation of both asymmetries and a quantitative understanding of postural stability and muscle control during performance. The results prove that the FBG insole can detect pressure variations with high sensitivity (0.5–0.8 pm/kPa), showing significant differences between demi plié and grand plié in terms of maximum pressure ( $28.1~\text {kPa} \times \text {m}^{{2}}/\text {kg}$ for demi plié and $46.3~\text {kPa} \times \text {m}^{{2}}/\text {kg}$ for grand plié) and COP stability. The FBG-based insole tailored for ballet dance activity and allowed comparison of the performance of the amateurs with the one of the professional dancer, and to identify potential errors during the execution of the exercises (e.g., heel lifting). The implemented methods and the obtained results allow to evaluate improvement solutions for training, readjust preparation, and, in the future, identify possible injury sources.
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来源期刊
IEEE Sensors Journal
IEEE Sensors Journal 工程技术-工程:电子与电气
CiteScore
7.70
自引率
14.00%
发文量
2058
审稿时长
5.2 months
期刊介绍: The fields of interest of the IEEE Sensors Journal are the theory, design , fabrication, manufacturing and applications of devices for sensing and transducing physical, chemical and biological phenomena, with emphasis on the electronics and physics aspect of sensors and integrated sensors-actuators. IEEE Sensors Journal deals with the following: -Sensor Phenomenology, Modelling, and Evaluation -Sensor Materials, Processing, and Fabrication -Chemical and Gas Sensors -Microfluidics and Biosensors -Optical Sensors -Physical Sensors: Temperature, Mechanical, Magnetic, and others -Acoustic and Ultrasonic Sensors -Sensor Packaging -Sensor Networks -Sensor Applications -Sensor Systems: Signals, Processing, and Interfaces -Actuators and Sensor Power Systems -Sensor Signal Processing for high precision and stability (amplification, filtering, linearization, modulation/demodulation) and under harsh conditions (EMC, radiation, humidity, temperature); energy consumption/harvesting -Sensor Data Processing (soft computing with sensor data, e.g., pattern recognition, machine learning, evolutionary computation; sensor data fusion, processing of wave e.g., electromagnetic and acoustic; and non-wave, e.g., chemical, gravity, particle, thermal, radiative and non-radiative sensor data, detection, estimation and classification based on sensor data) -Sensors in Industrial Practice
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