Method and system for adaptive interpretation of spectrometric data comobined with continual re-calibration
A recalibration and self-adaptive technology, applied in the field of spectral measurement, can solve problems such as taking a long time and achieve low-cost results
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example 1
[0125] has been image 3 A specific version of the AI-RC program is designed for the measurement system shown, which includes: Model S1000 produced by Ocean Optics - an absorption micro-spectrophotometer; and a personal computer PC.
[0126] The following measurement parameters were chosen for calibration and for obtaining test data:
[0127] ●Wavelength range: λ min = 450nm, λ max =675nm,
[0128] ●The number of data obtained by the spectrophotometer: N=1024;
[0129] ●Wavelength discrete interval: Δλ=(λ min -λ max) / (N-1)=0.22nm.
[0130] The test data was obtained for a solution sample of holmium perchlorate; its actual spectrum x(λ) is shown in Figure 4a middle. The parameters of this spectrum are as follows:
[0131] The position vector of the spectral peak: I=[452.2 468.2 473.1 485 537.3 541.3 543.7 639.8644.2 652.2 656.4] T
[0132] The size vector of the spectrum peak: a=[1.17 0.19 0.2 0.461 0.988 0.41 0.297 0.8210.406 0.246 0.263] T It has been assumed tha...
example 2
[0155] An embodiment of an AI-RC program has been designed for a measurement system represented by an integrated MM microOSA (Optical Spectrum Analyzer-Spectrum Analyzer), such as Figure 8 shown. The analyzer shown is used to monitor Figure 9 The optical channel in the DWDM network is shown.
[0156] The following DWDM system parameters were selected to calibrate and obtain test data:
[0157] ●Number of optical channels: 81;
[0158] ●Wavelength range: λ min =1530.77nm, λ max =1562.68nm;
[0159] ●Channel spacing: Δλ=0.4nm (50GHz);
[0160] • A laser source with a known FWHM = 0.2nm, where FWHM denotes the full width at half maximum.
[0161] Some test data was obtained for a telecommunications bandwidth; its actual spectrum x(λ) is shown in Figure 10a middle. The parameters of this spectrum are as follows:
[0162] ●Peak position (carrier frequency) vector:
[0163] l k =1530.28+(k-1)Δλ+dl k (k=1,...,81),
[0164] where dl k It is the embodiment of some ide...
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