基于Lorentzian模型与伪Voigt模型的谱拟合算法的准确性比较OA
Accuracy comparison of spectrum fitting algorithms based on Lorentzian model and pseudo-Voigt model
为了比较基于Lorentzian模型与伪Voigt模型的 2 种谱拟合算法的准确性,基于布里渊散射的分布式光纤传感原理,首先比较了实测布里渊谱的Lorentzian模型和伪Voigt模型的计算结果,然后通过伪Voigt模型数值生成了具有不同形状和信噪比的布里渊谱,并分别采用基于Lorentzian模型与伪Voigt模型的谱拟合算法计算了布里渊频移.最后,对这 2 种算法的准确性进行了比较.仿真结果表明,在不同布里渊谱形状和信噪比条件下,基于Lorentzian模型与伪Voigt模型的谱拟合算法的计算准确性相近,但前者的计算量小于后者.
In order to compare the accuracy of two spectrum fitting algorithms based on the Lorentzian model and the pseu-do-Voigt model,a distributed optical fiber sensing principle based on Brillouin scattering is used.Firstly,the calculation results of the measured Brillouin spectra using the Lorentzian model and the pseudo-Voigt model are compared.Then,The Brillouin spec-trum with different shapes and signal-to-noise ratios is generated numerically through the pseudo-Voigt model,and the Brillouin frequency shift is calculated using spectral fitting methods based on the Lorentzian model and the pseudo-Voigt model,respec-tively.Finally,the accuracy of these two algorithms is compared.The simulation results show that underdifferent Brillouin spec-trum shapes and signal-to-noise ratio conditions,the computational accuracy of the spectrum fitting algorithm based on the Lorentzian model and the pseudo-Voigt model is similar,but the former requires less computation than the latter.
莫巧灵
广西安全工程职业技术学院电子与信息安全系,南宁 530100
电子信息工程
布里渊谱布里渊频移分布式光纤传感Lorentzian模型伪Voigt模型
Brillouin spectrumBrillouin frequency shiftdistributed optical fiber sensingLorentzian modelpseudo-Voigt model
《光通信技术》 2024 (001)
46-50 / 5
评论