A high-order polynomial fitting method is proposed to accelerate the computation of double-Gaussian fitting in the retrieval of the Brillouin frequency shifts (BFS) in optical fibers showing two local Brillouin peaks. The method is experimentally validated in a distributed Brillouin sensor under different signal-to noise ratios and realistic spectral scenarios. Results verify that a sixth-order polynomial fitting can provide a reliable initial estimation of the dual local BFS values, which can be subsequently used as initial parameters of a nonlinear double-Gaussian fitting. The method demonstrates a 4.9-fold reduction in the number of iterations required by double-Gaussian fitting and a 3.4-fold improvement in processing time.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7795153PMC
http://dx.doi.org/10.3390/s21010187DOI Listing

Publication Analysis

Top Keywords

polynomial fitting
12
double-gaussian fitting
12
high-order polynomial
8
fitting method
8
fitting
6
fitting assistance
4
assistance fast
4
fast double-peak
4
double-peak finding
4
finding brillouin-distributed
4

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!