Title :
Advanced S
Imaging: Application of Multivariate Statistical Analysis to Spatially and Spectrally Resolved Datasets
Author :
Sevigny, Benoit ; Le Cocq, Guillaume ; Carrero, Carmen Carina Castineiras ; Valentin, Constance ; Sillard, P. ; Bouwmans, Geraud ; Bigot, Laurent ; Quiquempois, Yves
Author_Institution :
Lab. de Phys. des Lasers, Univ. Lille 1, Villeneuve d´Ascq, France
Abstract :
Spatially and spectrally resolved imaging has become an important tool for multimode fiber characterization, both in the realms of group index dispersion measurement and modal geometry analysis. However, limited resolution in group delay space, distributed scattering and noise sometimes make the task of identifying meaningful modal interference figures difficult. In this paper, an application of multivariate statistical analysis to S2 datasets that effectively isolates mode pair interferences, both spectrally and spatially, is presented. A method to use those components to retrieve the power in each mode is also shown.
Keywords :
delays; image resolution; light interference; optical fibre dispersion; optical fibre testing; optical images; statistical analysis; advanced S2 imaging; distributed scattering; group delay space; group index dispersion measurement; modal geometry analysis; modal interference; mode pair interferences; multimode fiber characterization; multivariate statistical analysis; noise; spatially resolved datasets; spectrally resolved datasets; Correlation; Delays; Indexes; Measurement by laser beam; Optical imaging; Principal component analysis; Standards; Fiber characterization; Optical fiber measurements; fiber characterization; modal content; optical fiber amplifier; optical fiber laser; optical fiber measurements;
Journal_Title :
Lightwave Technology, Journal of
DOI :
10.1109/JLT.2014.2362960