Liu Xiaowei, Tu Jie, Feng Zhihui, et al. OPGW strain analysis based on support vector regression[J]. 2014,(5):41-44. DOI: 10.13756/j.gtxyj.2014.05.013.
This paper introduces the principle of testing fiber strain by using the Brillion scattering.In view of the deficiency of the BOTDR technology in monitoring fiber micro-strains
it presents a Support Vector Regression(SVR)-based method for Optical Power Ground Wire(OPGW)strain analysis.In this method
it builds a model for the frequency shift variations of fiber sections under different tensile forces
maps the vector to high-dimensional space using the kernel function and makes regression analysis by using the SVR method.Experimental results prove the effectiveness of this algorithm and demonstrate its huge potential in OPGW anomaly detection.