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基于 CYTOP 光纤的下肢多关节角度传感器性能分析:光源波长和角速度补偿的影响。

Performance Analysis of a Lower Limb Multi Joint Angle Sensor Using CYTOP Fiber: Influence of Light Source Wavelength and Angular Velocity Compensation.

机构信息

Graduate Program in Electrical Engineering, Federal University of Espirito Santo, 29075-910 Vitoria, Brazil.

Mechanical Engineering Department, Federal University of Espirito Santo, 29075-910 Espirito Santo, Brazil.

出版信息

Sensors (Basel). 2020 Jan 7;20(2):326. doi: 10.3390/s20020326.

Abstract

This paper presents the analysis of an intensity variation polymer optical fiber (POF)-based angle sensor performance, i.e., sensitivity, hysteresis and determination coefficient ( R 2 ), using cyclic transparent optical polymer (CYTOP) fiber. The analysis consisted of two approaches: influence of different light source central wavelengths (430 nm, 530 nm, 660 nm, 870 nm and 950 nm) and influence of different angular velocities ( 0.70 rad/s, 0.87 rad/s, 1.16 rad/s, 1.75 rad/s and 3.49 rad/s). The first approach aimed to select the source which resulted in the most suitable performance regarding highest sensitivity and linearity while maintaining lowest hysteresis, through the figure of merit. Thereafter, the analysis of different angular velocities was performed to evaluate the influence of velocity in the curvature sensor performance. Then, a discrete angular velocity compensation was proposed in order to reduce the root-mean-square error (RMSE) of responses for different angular velocities. Ten tests for each analysis were performed with angular range of 0 ∘ to 50 ∘ , based on knee and ankle angle range during the gait. The curvature sensor was applied in patterns simulating the knee and ankle during the gait. Results show repeatability and the best sensor performance for λ = 950 nm in the first analysis and show high errors for high angular velocities ( w = 3.49 rad/s) in the second analysis, which presented up to 50 % angular error. The uncompensated RMSE was high for all velocities ( 6.45 ∘ to 12.41 ∘ ), whereas the compensated RMSE decreased up to 74 % ( 1.67 ∘ to 3.62 ∘ ). The compensated responses of application tests showed maximum error of 5.52 ∘ and minimum of 1.06 ∘ , presenting a decrease of mean angular error up to 30 ∘ when compared with uncompensated responses.

摘要

本文提出了一种基于强度变化的聚合物光纤(POF)角度传感器性能分析,即灵敏度、滞后和决定系数(R²),使用循环透明光学聚合物(CYTOP)光纤。分析包括两种方法:不同光源中心波长(430nm、530nm、660nm、870nm 和 950nm)和不同角速度(0.70rad/s、0.87rad/s、1.16rad/s、1.75rad/s 和 3.49rad/s)的影响。第一种方法旨在通过最佳性能指标选择光源,从而获得最高灵敏度和线性度,同时保持最低滞后。然后,分析不同角速度以评估速度对曲率传感器性能的影响。然后,提出了一种离散角速度补偿方法,以降低不同角速度下响应的均方根误差(RMSE)。基于步态中膝盖和脚踝的角度范围,对 0 ⁇ 到 50 ⁇ 的角度范围进行了 10 次测试。曲率传感器应用于模拟膝盖和脚踝在步态中的模式。结果表明,在第一次分析中,λ = 950nm 时具有可重复性和最佳传感器性能,而在第二次分析中,角速度较高(w = 3.49rad/s)时误差较高,达到 50 ⁇ 。未补偿的 RMSE 在所有速度下都较高(6.45 ⁇ 到 12.41 ⁇ ),而补偿后的 RMSE 降低了 74 ⁇ (1.67 ⁇ 到 3.62 ⁇ )。应用测试的补偿响应的最大误差为 5.52 ⁇ ,最小误差为 1.06 ⁇ ,与未补偿响应相比,平均角度误差降低了 30 ⁇ 。

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