Study on the Identification of Radix Bupleuri from Its Unofficial Varieties Based on Discrete Wavelet Transformation Feature Extraction of ATR-FTIR Spectroscopy Combined with Probability Neural Network

被引:3
作者
Jin, Wenying [1 ]
Wan, Chayan [2 ]
Cheng, Cungui [2 ]
机构
[1] Yiwu Ind & Commercial Coll, Dept Comp Engn, Yiwu 322000, Peoples R China
[2] Zhejiang Normal Univ, Coll Chem & Life Sci, Jinhua 321004, Peoples R China
关键词
CLASSIFICATION;
D O I
10.1155/2015/950209
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The attenuated total reflection-Fourier transform infrared spectroscopy (ATR-FTIR) was employed to acquire the infrared spectra of Radix Bupleuri and its unofficial varieties: the root of Bupleurum smithii Wolff and the root of Bupleurum bicaule Helm. The infrared spectra and spectra of Fourier self-deconvolution (FSD), discrete wavelet transform (DWT), and probability neural network (PNN) of these species were analyzed. By the method of FSD, there were conspicuous differences of the infrared absorption peak intensity of different types between Radix Bupleuri and its unofficial varieties. But it is hard to tell the differences between the root of Bupleurum smithii Wolff and the root of Bupleurum bicaule. The differences could be shown more clearly when the DWT was used. The research result shows that by the DWT technology it is easier to identify Radix Bupleuri from its unofficial varieties the root of Bupleurum smithii Wolff and the root of Bupleurum bicaule.
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页数:6
相关论文
共 13 条
[1]  
Bai Y.-J., 1999, J CHINESE PHARM SCI, V8, P105
[2]  
[程存归 Cheng Cungui], 2006, [中国药学杂志, Chinese Pharmaceutical Journal], V41, P580
[3]   Classification of two species of Bidens based on discrete stationary wavelet transform extraction of FTIR spectra combined with probability neural network [J].
Cheng, Cungui ;
Liu, Jia ;
Cao, Wenqing ;
Zheng, Renwei ;
Wang, Hong ;
Zhang, Changjiang .
VIBRATIONAL SPECTROSCOPY, 2010, 54 (01) :50-55
[4]   Infrared Spectroscopic Studies of Chinese Medicines [J].
Cheng, Cungui ;
Liu, Jia ;
Wang, Hong ;
Xiong, Wei .
APPLIED SPECTROSCOPY REVIEWS, 2010, 45 (03) :165-178
[5]   An Overview of Infrared Spectroscopy Based on Continuous Wavelet Transform Combined with Machine Learning Algorithms: Application to Chinese Medicines, Plant Classification, and Cancer Diagnosis [J].
Cheng, Cungui ;
Liu, Jia ;
Zhang, Changjiang ;
Cai, Miaozhen ;
Wang, Hong ;
Xiong, Wei .
APPLIED SPECTROSCOPY REVIEWS, 2010, 45 (02) :148-164
[6]  
Cheng ZF, 2007, SPECTROSC SPECT ANAL, V27, P1719
[7]   Identification between Fimbristylis miliacea (L.) Vahl and Fimbristhlis stauntonii Debeaux et Franch. by CWT-FTIR-RBFNN [J].
Hong Qinghong ;
Yu Ruipeng ;
Zheng Renwei ;
Wang Hong ;
Cheng Cungui .
CHINESE JOURNAL OF CHEMISTRY, 2011, 29 (05) :1024-1030
[8]  
Jin W.-Y., 2008, J ZHEJIANG NORMAL U, V31, P312
[9]  
The People's Republic of China Pharmacopoeia Committee of Ministry of Health, 2010, CHINESE PHARMACOPOEI, V1
[10]   Research of Recognition Method of Discrete Wavelet Feature Extraction and PNN Classification of Rats FT-IR Pancreatic Cancer Data [J].
Wan, Chayan ;
Cao, Wenqing ;
Cheng, Cungui .
JOURNAL OF ANALYTICAL METHODS IN CHEMISTRY, 2014, 2014