Signal Denoising Method Based on Improved Wavelet Threshold Function for Microchip Electrophoresis C4D Equipment

Joint Authors

Tong, Yaonan
Li, Jingui
Xu, Yaohui
Cao, Lichen

Source

Complexity

Issue

Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-11, 11 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2020-07-10

Country of Publication

Egypt

No. of Pages

11

Main Subjects

Philosophy

Abstract EN

A signal denoising method using improved wavelet threshold function is presented for microchip electrophoresis based on capacitively coupled contactless conductivity detection (ME-C4D) device.

The evaluation results of denoising effect for the ME-C4D simulation signal show that using Daubechies 5 (db5) wavelet at a decomposition level 4 can produce the best performance.

Furthermore, the denoising effect is compared with, as well as proved to be superior to, the existing techniques, such as Savitzky–Golay, Fast Fourier Transform, and soft threshold method.

This method has been successfully applied to the self-developed ME-C4D equipment.

After executing this method, the noise is cleanly removed, and the signal peak shape and peak area are well maintained.

American Psychological Association (APA)

Tong, Yaonan& Li, Jingui& Xu, Yaohui& Cao, Lichen. 2020. Signal Denoising Method Based on Improved Wavelet Threshold Function for Microchip Electrophoresis C4D Equipment. Complexity،Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1142922

Modern Language Association (MLA)

Tong, Yaonan…[et al.]. Signal Denoising Method Based on Improved Wavelet Threshold Function for Microchip Electrophoresis C4D Equipment. Complexity No. 2020 (2020), pp.1-11.
https://search.emarefa.net/detail/BIM-1142922

American Medical Association (AMA)

Tong, Yaonan& Li, Jingui& Xu, Yaohui& Cao, Lichen. Signal Denoising Method Based on Improved Wavelet Threshold Function for Microchip Electrophoresis C4D Equipment. Complexity. 2020. Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1142922

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-1142922