TDLAS noise reduction algorithm for the raw spectral data under strong interference conditions

被引:2
作者
Wang, Shuyao [1 ]
Lv, Jinwei [1 ]
Zhou, Tao [1 ]
Jia, Xiaodong [1 ]
Su, Jianzhong [1 ]
机构
[1] Tianjin Jinhang Res Inst Tech Phys, Tianjin, Peoples R China
来源
INTERNATIONAL SYMPOSIUM ON OPTOELECTRONIC TECHNOLOGY AND APPLICATION 2014: LASER AND OPTICAL MEASUREMENT TECHNOLOGY; AND FIBER OPTIC SENSORS | 2014年 / 9297卷
关键词
TDLAS; EMD; data preprocessing;
D O I
10.1117/12.2073092
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Tunable diode laser absorption spectroscopy (TDLAS) is a high-resolution infrared laser absorption spectroscopy technique with a non-contact measurement, high spatial and temporal resolution, extensive measurement information, which has been a hot research area at present. Compared to traditional techniques, TDLAS technology has many advantages, but in engineering applications under complex environmental conditions, TDLAS technology is still facing many difficulties. Because of the impact of environmental factors, the measured spectral signal would be distorted, and cannot be used to extract useful information. Therefore, to extract useful information from the raw signal, it is essential to improve the signal to noise ratio. To eliminate interference information contained in the spectral signal, the absorption spectra of the laboratory intends to take data preprocessing methods. In the preprocess, the Empirical Mode Desperation (EMD) method is developed in recent years, which is a new self-adaptive local frequency analysis method. Compared to the method of wavelet denoising, EMD method with adaptive filters is able to achieve a multi-scale decomposition of the noise signal. In this paper, EMD method is taken to eliminate noise and interference signal source decomposition. By reconstructing the actual signal and eliminating the noise components, a better SNR can be achieved.
引用
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页数:6
相关论文
共 6 条
[1]  
Chu XL, 2004, PROG CHEM, V16, P528
[2]   The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis [J].
Huang, NE ;
Shen, Z ;
Long, SR ;
Wu, MLC ;
Shih, HH ;
Zheng, QN ;
Yen, NC ;
Tung, CC ;
Liu, HH .
PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 1998, 454 (1971) :903-995
[3]  
LIU Zengdong, OPTOELECTRONIC ENG, V36, P79
[4]  
Wang T, 2009, 2009 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS 1-7, CONFERENCE PROCEEDINGS, P3977
[5]   Monitoring the Change in CO Concentration in Combustion with Tunable Diode Laser Absorption Spectroscopy [J].
Xia Hui ;
Liu Wen-qing ;
Zhang Yu-jun ;
Kan Rui-feng ;
Chen Dong ;
Cui Yi-ben ;
He Ying ;
Chen Jiu-ying ;
Wang Min ;
Wang Tie-dong .
SPECTROSCOPY AND SPECTRAL ANALYSIS, 2008, 28 (11) :2478-2481
[6]  
YANG Bin, 2011, LASER TECHNOLOGY, V35, P79