Evaluation of fiber Bragg grating sensor interrogation using InGaAs linear detector arrays and Gaussian approximation on embedded hardware

光纤布拉格光栅 审问 探测器 计算机科学 计算 高斯分布 算法 结构健康监测 光学 材料科学 光纤 物理 电信 考古 量子力学 复合材料 历史
作者
Saurabh Kumar,Bharadwaj Amrutur,S. Asokan
出处
期刊:Review of Scientific Instruments [American Institute of Physics]
卷期号:89 (2) 被引量:2
标识
DOI:10.1063/1.5022548
摘要

Fiber Bragg Grating (FBG) sensors have become popular for applications related to structural health monitoring, biomedical engineering, and robotics. However, for successful large scale adoption, FBG interrogation systems are as important as sensor characteristics. Apart from accuracy, the required number of FBG sensors per fiber and the distance between the device in which the sensors are used and the interrogation system also influence the selection of the interrogation technique. For several measurement devices developed for applications in biomedical engineering and robotics, only a few sensors per fiber are required and the device is close to the interrogation system. For these applications, interrogation systems based on InGaAs linear detector arrays provide a good choice. However, their resolution is dependent on the algorithms used for curve fitting. In this work, a detailed analysis of the choice of algorithm using the Gaussian approximation for the FBG spectrum and the number of pixels used for curve fitting on the errors is provided. The points where the maximum errors occur have been identified. All comparisons for wavelength shift detection have been made against another interrogation system based on the tunable swept laser. It has been shown that maximum errors occur when the wavelength shift is such that one new pixel is included for curve fitting. It has also been shown that an algorithm with lower computation cost compared to the more popular methods using iterative non-linear least squares estimation can be used without leading to the loss of accuracy. The algorithm has been implemented on embedded hardware, and a speed-up of approximately six times has been observed.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
希望天下0贩的0应助zzrg采纳,获得10
刚刚
无私夏菡完成签到 ,获得积分10
刚刚
ARIA发布了新的文献求助10
刚刚
小二郎应助映海采纳,获得10
刚刚
刚刚
小浅浅发布了新的文献求助10
1秒前
1秒前
1秒前
1秒前
1秒前
zzzzzxxr应助遥远星辰采纳,获得10
2秒前
2秒前
3秒前
一只抱枕完成签到,获得积分10
3秒前
平生发布了新的文献求助10
3秒前
派大星发布了新的文献求助10
4秒前
4秒前
4秒前
数据女工应助BlueBlue采纳,获得20
5秒前
黄河浪完成签到,获得积分10
5秒前
英吉利25发布了新的文献求助10
5秒前
yy完成签到,获得积分10
5秒前
6秒前
7秒前
科研通AI6.2应助梁书豪采纳,获得30
7秒前
esjrnfh发布了新的文献求助10
7秒前
8秒前
SciGPT应助曹星采纳,获得10
9秒前
华仔应助虚拟的惜筠采纳,获得10
9秒前
天天快乐应助karL采纳,获得10
9秒前
10秒前
dgd发布了新的文献求助10
10秒前
10秒前
11秒前
嘻嘻哈哈发布了新的文献求助90
11秒前
11秒前
12秒前
Asen完成签到,获得积分10
12秒前
JRY发布了新的文献求助10
12秒前
Akim应助雷州阿石采纳,获得10
13秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
PowerCascade: A Synthetic Dataset for Cascading Failure Analysis in Power Systems 2000
Picture this! Including first nations fiction picture books in school library collections 1500
Signals, Systems, and Signal Processing 610
Unlocking Chemical Thinking: Reimagining Chemistry Teaching and Learning 555
Rheumatoid arthritis drugs market analysis North America, Europe, Asia, Rest of world (ROW)-US, UK, Germany, France, China-size and Forecast 2024-2028 500
17α-Methyltestosterone Immersion Induces Sex Reversal in Female Mandarin Fish (Siniperca Chuatsi) 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6364905
求助须知:如何正确求助?哪些是违规求助? 8178927
关于积分的说明 17239565
捐赠科研通 5420001
什么是DOI,文献DOI怎么找? 2867850
邀请新用户注册赠送积分活动 1844885
关于科研通互助平台的介绍 1692352