Citation: | KANG Ming, HAN Senping, YANG Hongjie, TANG Dedong, LI Yanjun, WANG Zhiqi. Data Preprocessing Method for Infrared Spectra Analysis of Natural Gas Components[J]. Infrared Technology , 2021, 43(8): 804-808. |
[1] |
JIAO Y, LI Z, CHEN X, et al. Preprocessing methods for near-infrared spectrum calibration[J]. Journal of Chemometrics, 2020, 34(11): e3306.
|
[2] |
YANG J, DU L, GONG W, et al. Analyzing the performance of the first-derivative fluorescence spectrum for estimating leaf nitrogen concentration[J]. Optics Express, 2019, 27(4): 3978. doi: 10.1364/OE.27.003978
|
[3] |
LI Y, HUANG Y, XIA J, et al. Quantitative analysis of honey adulteration by spectrum analysis combined with several high-level data fusion strategies[J]. Vibrational Spectroscopy, 2020, 108: 103060. doi: 10.1016/j.vibspec.2020.103060
|
[4] |
第五鹏瑶, 卞希慧, 王姿方, 等. 光谱预处理方法选择研究[J]. 光谱学与光谱分析, 2019, 39(9): 2800-2806. https://www.cnki.com.cn/Article/CJFDTOTAL-GUAN201909027.htm
DIWU Pengyao, BIAN Xi Hui, WANG Zifang, et al. Selection of spectral pretreatment methods[J]. Spectroscopy and Spectral Analysis, 2019, 39 (9): 2800-2806 https://www.cnki.com.cn/Article/CJFDTOTAL-GUAN201909027.htm
|
[5] |
Bastiaansen W, Klein S, Steegers㏕heunissen R P, et al. VP24.02: towards a novel human embryonic brain atlas: fully automated preprocessing of prenatal ultrasound using artificial intelligence[J]. Ultrasound in Obstetrics and Gynecology, 2020, 56(S1): 159-159.
|
[6] |
HUANG X, HUANG C, ZHAI G, et al. Data processing method of multibeam bathymetry based on sparse weighted LS-SVM machine algorithm[J]. IEEE Journal of Oceanic Engineering, 2019, 45(4): 1538-1551.
|
[7] |
DING Y, ZHANG W, ZHAO X, et al. A hybrid random forest method fusing wavelet transform and variable importance for the quantitative analysis of K in potassic salt or using laser-induced breakdown spectroscopy[J]. Journal of Analytical Atomic Spectrometry, 2020, 35(6): 1131-1138. doi: 10.1039/D0JA00010H
|
[8] |
ZHANG J, WEN H, TANG L. Improved smoothing frequency shifting and filtering algorithm for harmonic analysis with systematic error compensation[J]. IEEE Transactions on Industrial Electronics, 2019, 66(12): 9500-9509. doi: 10.1109/TIE.2019.2892664
|
[9] |
杨帆, 王鹏, 张宁超, 等. 一种基于小波变换的改进滤波算法及其在光谱去噪方面的应用[J]. 国外电子测量技术, 2020, 39(8): 98-104. https://www.cnki.com.cn/Article/CJFDTOTAL-GWCL202008021.htm
YANG Fan, WANG Peng, ZHANG Ningchao, et al. An improved filtering algorithm based on wavelet transform and its application in spectral denoising[J]. Foreign Electronic Measurement Technology, 2020, 39 (8): 98-104. https://www.cnki.com.cn/Article/CJFDTOTAL-GWCL202008021.htm
|
[10] |
Mahajan G R, Das B, Gaikwad B, et al. Monitoring properties of the salt-affected soils by multivariate analysis of the visible and near- infrared hyperspectral data[J]. Catena, 2021, 198: 105041. doi: 10.1016/j.catena.2020.105041
|
[11] |
侯培国, 李宁, 常江, 等. SG平滑和IBPLS联合优化水中油分析方法的研究[J]. 光谱学与光谱分析, 2015, 35(6): 1529-1533. doi: 10.3964/j.issn.1000-0593(2015)06-1529-05
HOU Peiguo, LI Ning, CHANG Jiang, et al. Research on SG smoothing and IBPLS joint optimization of oil-in-water analysis method[J]. Spectroscopy and Spectral Analysis, 2015, 35(6): 1529-1533. doi: 10.3964/j.issn.1000-0593(2015)06-1529-05
|
[12] |
Zikiou N, Lahdir M, Helbert D. Hyperspectral image classification using graph-based wavelet transform[J]. International Journal of Remote Sensing, 2020, 41(7): 2624-2643. doi: 10.1080/01431161.2019.1694194
|
[13] |
Bunaciu A A, Aboul-Enein H Y. Adulterated drug analysis using FTIR spectroscopy[J]. Applied Spectroscopy Reviews, 2021, 56(5): 423-437. doi: 10.1080/05704928.2020.1811717
|
[14] |
LIU F, ZHANG Y, Yildirim T, et al. Signal denoising optimization based on a Hilbert-Huang transform-triple adaptable wavelet packet transform algorithm[J]. EPL (Europhysics Letters), 2019, 124(5): 54002. doi: 10.1209/0295-5075/124/54002
|
[15] |
ZHANG M, LU C, LIU C. Improved double-threshold denoising method based on the wavelet transform[J]. OSA Continuum, 2019, 2(8): 2328-2342. doi: 10.1364/OSAC.2.002328
|