Application of Dyadic Wavelet Transform Modulus Maximum Method to Denoising of Capillary Electrophoresis Signals

Chem. J. Chinese Universities ›› 2002, Vol. 23 ›› Issue (5): 796.

• Articles • Previous Articles Next Articles

Application of Dyadic Wavelet Transform Modulus Maximum Method to Denoising of Capillary Electrophoresis Signals

ZHONG Hong-Bo^1,2, LI Guan-Bin², LIU Hui³, ZHENG Jian-Bin³, CHEN Li-Ren¹

1. Institute of Chemistry and Physics in CAS, Lanzhou 730000, China;
2. Department of Chemical Engineering, Shandong Institute of Light Industry, Jinan 250100, China;
3. Institute of Electroanalytical Chemistry, Northwest University. Xi'an 710069, China

Received:2001-04-23 Online:2002-05-24 Published:2002-05-24

Abstract

Abstract: In this paper, a dyadic wavelet transform modulus maximum de-noising method, which is based on the fact that the characteristics of wavelet transform modulus maximum of real signals are distinctively different from those of noises, was founded.The effect of the full width at half-maximum and noise quantum was investigated, and the selection of threshold was discussed.Finally, the method was applied to capillary electrophoresis signals.The experimental results show that this method can be used to pick up real signal and de-noise effectively.

Key words: Dyadic wavelet transform, Modulus Maximum, De-noise

CLC Number:

O646

TrendMD:

ZHONG Hong-Bo, LI Guan-Bin, LIU Hui, ZHENG Jian-Bin, CHEN Li-Ren. Application of Dyadic Wavelet Transform Modulus Maximum Method to Denoising of Capillary Electrophoresis Signals[J]. Chem. J. Chinese Universities, 2002, 23(5): 796.

[1]	WENG Shao-Huang, ZHOU Jian-Zhang, LIN Zhong-Hua, LIN Xin-Hua. Electrochemical Preparation of Chiral Polyaniline Nanofibers [J]. Chem. J. Chinese Universities, 2012, 33(11): 2501.
[2]	XUE Xin, FAN Li-Shuang, NIU Li, LIU Bin, CHANG Jing, ZHANG Jing, ZHANG Ji-Chang, ZHAO Lei, ZHAO Zhuo, LI Shu-Mei. Preparation, Property and Blood Compatibility of Nanometer Silver Plating on 316L Steel Surface [J]. Chem. J. Chinese Universities, 2012, 33(10): 2289.
[3]	YANG Feng-Zhu, XU Min-Min, YUAN Ya-Xian, MEI Jin-Hua, YAO Jian-Lin, GU Ren-Ao. Electrodeposition of Cu Nanoparticles Layers in Ionic Liquid and Surface Enhanced Raman Spectroscopic Properties [J]. Chem. J. Chinese Universities, 2012, 33(09): 2047.
[4]	ZHU Long-Xiu, LI Ying-Zhi, ZHAO Xin, ZHANG Qing-Hua. Preparation and Conductive Behavior of Graphene by Electrochemical Method [J]. Chem. J. Chinese Universities, 2012, 33(08): 1804.
[5]	LIU Ling-Ling, ZHANG Jing, QIAO Jin-Li. Synthesis and Properties of PVA/QHECE/PEG Anion-exchange Membranes for Potential Fuel Cells [J]. Chem. J. Chinese Universities, 2012, 33(08): 1842.
[6]	GU Ning-Yu, AO He, PEI Jian-Jun. Preparation and Characterization of Composite Polymer Electrolytes Containing Surface-modified Nano Silica [J]. Chem. J. Chinese Universities, 2012, 33(06): 1295.
[7]	GUO Qi, LI Lin-Ru, LU Liang, JI Yun, LU Tian-Hong. Electrocatalytic Performance of Cathodic Ir-Fe/C Catalyst in Direct Methanol Fuel Cell [J]. Chem. J. Chinese Universities, 2012, 33(05): 1007.
[8]	TANG Jing, TIAN Xiao-Chun, LIU Yue-Qiang, LIN Jian-Hang. Nucleation Mechanism and Electrocatalysis of Pd NPs onto ITO Electrode in the Electrochemical Deposition Process [J]. Chem. J. Chinese Universities, 2012, 33(05): 1011.
[9]	HAN Hong-Bo, GUO Jun, FENG Shao-Wei, NIE Jin, ZHOU Zhi-Bin. Preparation and Properties of Electrolyte Li[CF₃BF₃] as a Novel Conductive Salt [J]. Chem. J. Chinese Universities, 2012, 33(04): 786.
[10]	DENG Xiao-Cong, TIAN Xiang-Dong, WEN Fei-Peng, YI Fei, CHENG Mei-Qin, ZHONG Qi-Ling, YAN Jia-Wei, REN Bin, TIAN Zhong-Qun. Electrochemical Study of Au@Pt Nanoparticles for Oxygen Reduction Reaction [J]. Chem. J. Chinese Universities, 2012, 33(02): 336.
[11]	WANG Xi-Wen, JIANG Fang-Ting, SUO Quan-Ling, FANG Yu-Zhu, LU Yong. Self-supporting Macroscopic Carbon Nanotubes Microfiber Hybrid Electrodes for Capacitive Deionization [J]. Chem. J. Chinese Universities, 2012, 33(02): 321.
[12]	CHEN Li-Jun, ZHANG Mi-Lin, HAN Wei, YAN Yong-De, CAO Peng. Electrochemical Behavior of Mn(Ⅱ) in the Melt LiCl-KCl-MgCl₂-MnCl₂ [J]. Chem. J. Chinese Universities, 2012, 33(02): 327.
[13]	CHEN Ming-Hui, HE Chun-Lan, ZHANG Bin-Wei, JIANG Yan-Xia, CHEN Sheng-Pei, SUN Shi-Gang. Electrooxidation of Formic Acid on Palladium Nanoparticles Supported on Ordered Mesoporous Carbon [J]. Chem. J. Chinese Universities, 2012, 33(02): 331.
[14]	LI Lin-Ru, FU Hong-Gang, LU Tian-Hong. Electrocatalytic Performance of Graphene Supported Ir Catalyst for Ammonia Oxidation [J]. Chem. J. Chinese Universities, 2012, 33(01): 102.
[15]	HE Wei, ZOU Liang-Liang, ZHOU Yi, LU Xiang-Jun, LI Yuan, ZHANG Xiao-Gang, YANG Hui. In-situ Synthesis of Pt Nanoparticles on Graphene Nanosheets and Its Electrocatalysis for the Oxygen Reduction Reaction [J]. Chem. J. Chinese Universities, 2012, 33(01): 133.

Application of Dyadic Wavelet Transform Modulus Maximum Method to Denoising of Capillary Electrophoresis Signals

PDF (PC)

Knowledge

Cited

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

Comments