[The research to the optimal calibration model for discrete scanning spectrometers].
For spectrometers which don't operate in consistently scanning mode such as fixed-filter spectrometer, diode arrays spectrometer and so on, how to find an optimal wavelengths combination rapidly and accurately has always been a key problem in NIR so far. The conventional methods to choose the optimal wavelengths for calibration are Forward Stepwise multiple linear Regression (FSR) and Backward Stepwise Regression (BSR), which choose the optimal wavelengths based on the t test result of all the calibration wavelengths. However, maybe the wavelength eliminated is very useful in application and the wavelength chosen may not be so useful as expected, as a result it is compulsory to make more tests to verify the truly applicable wavelength combination for calibration. In this paper the combination of the combination-making algorithm in combinatorics and computer languages which operate facing matrix is used to choose the optimal combination of wavelengths for calibration automatically and efficiently by computer. The most robust calibration equation can be obtained by making analysis of calibration regression that operates to find the minimum root mean standard error of calibration.
Lu
Yong-jun
YJ
State Key Laboratory ot Applied Optics, Changchun Institute ot Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130022, China.
Qu
Yan-ling
YL
Zhang
Jun
J
Piao
Ren-guan
RG
D002138:Calibration; D019295:Computational Biology; D016014:Linear Models; D015233:Models, Statistical; D015999:Multivariate Analysis; D016571:Neural Networks, Computer; D012106:Research; D012984:Software; D013057:Spectrum Analysis / Q000379:methods*