中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
首页 机构 成果 学者
  
  1. CAS IR Grid
  2. 合肥物质科学研究院
  3. 中国科学院合肥物质科学研究院
High-order nonlinear response correction method for infrared radiation detector

文献类型：期刊论文

作者Sun Yong-Feng1,2; Xu Liang2; Shen Xian-Chun2; Jin Ling2; Xu Han-Yang2; Cheng Xiao-Xiao1,2; Wang Yu-Hao1,2; Liu Wen-Qing2; Liu Jian-Guo2
刊名ACTA PHYSICA SINICA
出版日期2021-03-20
卷号70
ISSN号1000-3290
关键词remote sensing infrared spectrometer high-order nonlinearity response gradient descent method
DOI10.7498/aps.70.20201530
通讯作者Xu Liang(xuliang@aiofm.ac.cn)
英文摘要The infrared detector can generate nonlinear response error when the Fourier transform infrared spectrometer is used for implementing the radiometric calibration or observing the high temperature targets. Based on the relationship between the incident radiation intensity and the electron concentration in the optical conduction band, the mechanism of the nonlinear response error caused by the high incident photon flow is analyzed. According to Planck radiation law and interference principle, the effect of nonlinear error on spectrum is studied by simulating blackbody radiation data with nonlinear error. It is found that the nonlinear response with a different order has a different influence region, and the higher-order nonlinear response has a wider influence range and generates a larger nonlinear response error. By the general nonlinear response correction method the nonlinear response coefficient is obtained through constructing the nonlinear response model of the interference data and then the spectral distortion produced by the detector is corrected. According to the convolution iteration method, the polar orbit meteorological satellite CrIS constructs the convolution equation to correct the second-order nonlinear response by taking the low-wave number band of 50-500 cm(-1) as the characteristic region. The European Meteorological Agency's Airborne Infrared Interferometer Evaluation System (ARIES) selected two feature areas, 50-500 cm(-1) and 2000-2500 cm(-1), and iteratively corrected the second-order and third-order nonlinear response. The gradient descent method is often used to solve the optimization problems of unconstrained multivariate functions. Based on the gradient descent algorithm, an iterative method suitable for correcting the high-order nonlinear response errors is proposed in this paper. In this method, the information about the iteration point is obtained by constructing the nonlinear response function of the high-order detector and setting the appropriate iteration initialization. According to the initial value of the iteration and the information about the known iteration point, the gradient of the iteration variable is calculated to determine the iteration value of the next unknown variable, thus quickly searching for the global minimum point and determining the nonlinear response coefficient. We use Fourier transform infrared spectrometer to carry out radiometric calibration experiment and compare the effects of three correction methods: convolution, cross iteration and gradient descent method. The results show that the three correction methods can effectively reduce the nonlinear error, and improve the fitting extent by 0.15%, 0.29% and 0.39% respectively. The spectral data corrected by gradient descent method are more accurate.
资助项目Key Research Program of Frontier Sciences of Chinese Academy of Sciences, China[QYZDY-SSW-DQC016] ; Key R&D Plan of Anhui Province, China[1804d08020300] ; National Natural Science Foundation of China[41941011] ; National Key R&D Program of China[2016YFC0201002] ; National Key R&D Program of China[2016YFC0803001-08]
WOS研究方向Physics
语种英语
出版者CHINESE PHYSICAL SOC
WOS记录号WOS:000631862800003
资助机构Key Research Program of Frontier Sciences of Chinese Academy of Sciences, China ; Key R&D Plan of Anhui Province, China ; National Natural Science Foundation of China ; National Key R&D Program of China
源URL[http://ir.hfcas.ac.cn:8080/handle/334002/121150]  
专题中国科学院合肥物质科学研究院
通讯作者Xu Liang
作者单位1.Univ Sci & Technol China, Hefei 230026, Peoples R China
2.Chinese Acad Sci, Anhui Inst Opt & Fine Mech, Hefei 230031, Peoples R China
推荐引用方式
GB/T 7714		 Sun Yong-Feng,Xu Liang,Shen Xian-Chun,et al. High-order nonlinear response correction method for infrared radiation detector[J]. ACTA PHYSICA SINICA,2021,70.
APA Sun Yong-Feng.,Xu Liang.,Shen Xian-Chun.,Jin Ling.,Xu Han-Yang.,...&Liu Jian-Guo.(2021).High-order nonlinear response correction method for infrared radiation detector.ACTA PHYSICA SINICA,70.
MLA Sun Yong-Feng,et al."High-order nonlinear response correction method for infrared radiation detector".ACTA PHYSICA SINICA 70(2021).

入库方式： OAI收割

来源：合肥物质科学研究院

浏览0
下载0
收藏0
其他版本

除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。