Brillouin Frequency Shift Extraction Based on AdaBoost Algorithm

The Brillouin Optical Time-Domain Analyzer assisted by the AdaBoost Algorithm for Brillouin frequency shift (BFS) extraction is proposed and experimentally demonstrated. The Brillouin gain spectrum classification under different BFS is realized by iteratively updating the weak classifier in the form...

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Vydané v:	Sensors (Basel, Switzerland) Ročník 22; číslo 9; s. 3354
Hlavní autori:	Zheng, Huan, Xiao, Feng, Sun, Shijie, Qin, Yali
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Switzerland MDPI AG 27.04.2022 MDPI
Predmet:	AdaBoost algorithm Algorithms Brillouin frequency shift Brillouin scattering Classification Communication Decision trees distributed fiber sensing Neural networks Noise Simulation Standard deviation Support vector machines Brillouin frequency shift distributed fiber sensing Brillouin scattering AdaBoost algorithm
ISSN:	1424-8220, 1424-8220
On-line prístup:	Získať plný text
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