Spectral Signal Denoising Algorithm Based on Improved LMS

ZHENG Guo-liang; ZHU Hong-qiu; LI Yong-gang

doi:10.3964/j.issn.1000-0593(2020)02-0643-07

Journals >Spectroscopy and Spectral Analysis >Volume 40 >Issue 2 >Page 643 > Article

Spectroscopy and Spectral Analysis
Vol. 40, Issue 2, 643 (2020)

Spectral Signal Denoising Algorithm Based on Improved LMS

ZHENG Guo-liang^*, ZHU Hong-qiu, and LI Yong-gang

Author Affiliations

[in Chinese]

show less

DOI: 10.3964/j.issn.1000-0593(2020)02-0643-07 Cite this Article

ZHENG Guo-liang, ZHU Hong-qiu, LI Yong-gang. Spectral Signal Denoising Algorithm Based on Improved LMS[J]. Spectroscopy and Spectral Analysis, 2020, 40(2): 643 Copy Citation Text

show less

References

[1] Li J, Li R, Zhao B, et al. Spectrochimica Acta Part A Molecular & Biomolecular Spectroscopy, 2018, 195: 191.

[2] Wang K, Sun D W, Wei Q, et al. LWT, 2018, 96: 66.

[4] Davenport J J, Jane H, Saffell J R, et al. Applied Optics, 2015, 54(27): 8135.

[5] Ruffin C, King R L, Younan N H. GIScience & Remote Sensing, 2013, 45(1): 1.

[8] Narimani G, Martin P A, Taylor D P. IEEE Transactions on Communications, 2018, 66(4): 1675.

[9] Padhi T, Chandra M, Kar A, et al. Applied Acoustics, 2019, 146: 355.

[10] Lopes Pa C, Gerald Ja B, Piedade Mo S. Digital Signal Processing, 2017, 60: 75.

[11] Huang C, Xia G, Jin S, et al. Optik-International Journal for Light and Electron Optics, 2018, 157: 693.

[12] Qian Q, Jin R, Yi J, et al. Machine Learning, 2013, 99(3): 353.

[13] Elloumi S, Lambert A. Optimization Methods and Software, 2019, 34(1): 98.

[14] Kingma D P, Ba J L. ADMA: A Method for Stochastic Optimization. 2014, arXiv: 14126980［cs.LG］.

ZHENG Guo-liang, ZHU Hong-qiu, LI Yong-gang. Spectral Signal Denoising Algorithm Based on Improved LMS[J]. Spectroscopy and Spectral Analysis, 2020, 40(2): 643

Download Citation

Tools

Save the article for my favorites

Paper Information