光子学报, 2015, 44 (9): 0906002, 网络出版: 2015-10-22   

光纤Fabry-Perot传感器的Fibonacci-MMSE联合解调算法

Combined Algorithm of Fibonacci-MMSE for Optical Fiber Fabry-Perot Sensor
作者单位
1 武汉理工大学 光纤传感技术国家工程实验室, 武汉 430070
2 武汉理工大学 光纤传感技术与信息处理教育部重点实验室, 武汉 430070
摘要
提出一种基于Fibonacci与最小均方差联合解调光纤法布里-珀罗传感器腔长的算法.利用Fibonacci搜索方法, 在一系列估计值中快速搜索到对应的最小均方差的数值, 并作为腔长解调结果.仿真分析了算法迭代次数与解调准确度之间的关系并进行温度测量实验.结果表明, 该算法的理论平均解调误差小于2×10-5 pm, 与实际腔长的拟合度优于0.9999, 解调动态范围可达2.5 mm;实验中, 该算法腔长解调分辨率为0.15 nm, 对应的温度分辨率达0.03℃, 解调时间少于0.03 s, 具有解调准确度高和运算速度快等优点.
Abstract
A combined algorithm of minimum mean square error estimation and Fibonacci method for fiber Fabry-Perot interferometer was proposed. This united algorithm uses the Fibonacci method to quickly search a series of cavity length estimators and finds the one as demodulation gap which corresponds to the minimum mean square error value. The relationship between iteration number and demodulation accuracy was analyzed by simulation, and a temperature measurement experiment was carried out. The results show that, the average error of this algorithm is less than 2×10-5 pm theoretically, linear fit of actual cavity length is above 0.999 9, and dynamic range is up to 2.5 mm. In the experiment, the resolution of algorithm is 0.15 nm, corresponding to a temperature resolution of 0.03℃ with quick demodulation time 0.03 s, both high resolution and fast demodulation speed can be achieved.
参考文献

[1] JIANG Yi, DING Wen-hui. Recent developments in fiber optics spectral white-light interferometry[J]. Photonic Sensors, 2011, 1(1): 62-71.

[2] RONG Qing-zhou, SUN Hao, QIAO Xue-guang, et al. A miniature fiber-optic temperature sensor based on a Fabry-Perot interferometer[J]. Journal of Optics, 2012, 14(4):1-6.

[3] ZHANG Yi-nan, YUAN Lei, LAN Xin-wei, et al. High temperature fiber-optic Fabry-Perot interferometric pressure sensor fabricated by femtosecond laser[J]. Optics Letters, 2013, 38(22): 4609-4612.

[4] WU Di, HUANG Wei, WANG Guo-yin, et al. In-line fiber Fabry-Perot refractive index tip sensor based on photonic crystal fiber and spectrum differential integration method[J]. Optics Communications, 2014, 313 : 270-275.

[5] YU Bing, WANG An-bo, GARY R P. Analysis of fiber Fabry-Perot interferometric sensors using low-coherence light sources[J]. Journal of Lightwave Technology, 2006, 24(4): 1758-1767.

[6] 李春成, 王鸣, 夏巍, 等.基于F-P腔强度解调的微位移传感器[J]. 光学学报, 2014, 34(6): 280-285.

    LI Chun-cheng, WANG Ming, XIA Wei, et al. A novel Fabry-Perot micro-displacement sensor based on intensity demodulation method[J]. Acta Optica Sinica, 2014, 34(6): 280-285.

[7] JIANG Yi. High-resolution interrogation technique for fiber optic extrinsic Fabry-Perot interferometric sensors by the peak-to-peak method[J]. Applied Optics, 2008, 47(7): 925-923.

[8] 章鹏, 朱永, 陈伟民.光纤法布里-珀罗传感器腔长的傅里叶变换解调原理研究[J].光子学报, 2004, 33(12):1449-1452.

    ZHANG Peng, ZHU Yong, CHEN Wei-min. A study on fourier transformation demodulation theory of the gap of optical fiber Fabry-Perot sensor[J]. Acta Photonica Sinica, 2004, 33(12): 1449-1452.

[9] 雷小华, 陈伟民, 章鹏, 等.基于三次样条插值的光纤F-P传感器傅里叶变换解调研究[J].光子学报, 2008, 37(4): 705-708.

    LEI Xiao-hua, CHEN Wei-min, ZHANG Peng. Demodulation method based on fourier transform with cubic spline interpolation for optical fiber Fabry-Perot sensors[J]. Acta Photonica Sinca, 2008, 37(4): 705-708.

[10] SHEN Fa-bin, WANG An-bo. Frequency-estimation-based signal-processing algorithm for white-light optical fiber Fabry-Perot interferometer[J]. Applied Optics, 2005, 44(25): 5206-5214.

[11] JING Zheng-guo, YU Qing-xu. White light optical fiber EFPI sensor based on cross-correlation signal processing method [C]. DAlian, 6th International Symposium on Test and Measurement, 2005: 3509-3511.

[12] WANG Zhen, JIANG Yi, DING Wen-hui, et al. A cross-correlation based fiber optic white-light interferometry with wavelet transform denoising[C]. Wuhan, Fourth Asia Pacific Optical Sensors Conference, 2013, 8924: 1-4.

[13] 宋世德, 王晓娜, 于清旭, 等.一种非本征光纤法布里-珀罗传感器的信号解调算法[J].光学学报, 2008, 28(S2):332-334.

    SONG Shi-de, WANG Xiao-na, YU Qing-xu, et al. A signal demodulating algorithm for extrinsic Fabry-Perot interferometer sensor[J]. Acta Optica Sinca, 2008, 28(S2): 332-334.

[14] ZHOU Xin-lei, YU Qing-xu. Wide-range displacement sensor based on fiber-optic Fabry-Perot interferometer for subnanometer measurement[J]. IEEE Sensors Journal, 2011, 11(7): 1602-1606.

[15] 黄海.光纤法布里-珀罗传感器腔长解调新方法与系统研究[D].重庆: 重庆大学光学工程, 2010.

    HUANG Hai. Study on new methods and system of the cavity length demodualtion for optical fiber Fabry-Perot sensors[D]. Chongqing: College of Optoelectronic Engineering of Chongqing University, 2010.

[16] SUBASI M, YILDIRIM N, YILDIZ B. An improvement on Fibonacci search method in optimization theory[J]. Applied Mathematics and Computation, 2004, 147(3): 893-901.

尹嘉笛, 周次明, 欧艺文, 李蒙蒙. 光纤Fabry-Perot传感器的Fibonacci-MMSE联合解调算法[J]. 光子学报, 2015, 44(9): 0906002. YIN Jia-di, ZHOU Ci-ming, OU Yi-wen, LI Meng-meng. Combined Algorithm of Fibonacci-MMSE for Optical Fiber Fabry-Perot Sensor[J]. ACTA PHOTONICA SINICA, 2015, 44(9): 0906002.

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