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Smoothness Prior Approach for Spectral Smoothing and Baseline Correction
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作者 Lu Li He Chen +2 位作者 Siying Chen Yinchao Zhang Long Gao 《Journal of Beijing Institute of Technology》 EI CAS 2017年第1期121-128,共8页
Smoothness prior approach for spectral smoothing is investigated using Fourier frequency filter analysis.We show that the regularization parameter in penalized least squares could continuously control the bandwidth of... Smoothness prior approach for spectral smoothing is investigated using Fourier frequency filter analysis.We show that the regularization parameter in penalized least squares could continuously control the bandwidth of low-pass filter.Besides,due to its property of interpolating the missing values automatically and smoothly,a spectral baseline correction algorithm based on the approach is proposed.This algorithm generally comprises spectral peak detection and baseline estimation.First,the spectral peak regions are detected and identified according to the second derivatives.Then,generalized smoothness prior approach combining identification information could estimate the baseline in peak regions.Results with both the simulated and real spectra show accurate baseline-corrected signals with this method. 展开更多
关键词 smoothness priors low-pass filter second derivative spectral smoothing baselinecorrection
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The influence of smoothing by spectral dispersion on the beam characteristics in the near field
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作者 樊心民 吕志伟 +1 位作者 林殿阳 王雨雷 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第10期323-327,共5页
The influences of SSD on the beam characteristics in the near held are investigated. Results snow that it the SSD parameters are increased, the laser intensity modulation increases while fluence modulation decreases, ... The influences of SSD on the beam characteristics in the near held are investigated. Results snow that it the SSD parameters are increased, the laser intensity modulation increases while fluence modulation decreases, which is attributed to the temporal and spatial variation of the SSD pulse phase. The variations of intensity and fluence modulations with the SSD parameters are given. The simulation results are presented along with a method for choosing appropriate SSD parameters according to the variations and the requirements of applications. 展开更多
关键词 smoothing by spectral dispersion intensity modulation degree fluence modulation degree
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Investigation of stimulated rotational Raman scattering of the high-power broadband laser with applied angular dispersion
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作者 樊心民 吕志伟 +4 位作者 林殿阳 刘颖 朱成禹 何伟明 丁磊 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第12期276-279,共4页
Smoothing by spectral dispersion (SSD) leads to considerable improvement on laser-irradiation uniformity in far field for fusion lasers. Phase modulation in time and spectral angular dispersion (SAD) across the be... Smoothing by spectral dispersion (SSD) leads to considerable improvement on laser-irradiation uniformity in far field for fusion lasers. Phase modulation in time and spectral angular dispersion (SAD) across the beam introduced by SSD will affect the stimulated rotational Raman scattering (SRRS) gain in the near field. This paper focuses on the influence of SAD on SRRS gain under different laser conditions. Results show that the SAD will aggravate the generation of SRRS when the laser initial additional phase is constant. On the contrary, the SAD can reduce the SRRS gain if appropriate SSD parameters are adopted when the laser initial additional phase is variable. SSD has a certain application prospect in SRRS suppression. 展开更多
关键词 spectral angular dispersion smoothing by spectral dispersion rotational Raman scattering
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