Optimal transport theory for processing and classifying OAM superpositions distorted by turbulence

Cisternas, Jaime E.; Anguita, Jaime A.; Anguita, JA; Bos, JP; Wayne, DT

Abstract

We propose the use of orbital angular momentum (OAM) states to form modulation symbols in a free-space laser communication link affected by atmospheric turbulence. A collection of superpositions of 2 and 4 active OAM modes are used for transmitting digital information. To sense and decode the data we compare three candidate architectures, based on a Mode Sorter, a Shack-Hartmann and phase flattening holograms. In this work we use concepts of Optimal Transport, particularly the Wasserstein distance and barycenter, for an optimal selection of OAM superpositions and a more appropriate processing of OAM spectra, leading to more accurate detection, achieving a classification error smaller than 1/1000 in intermediate to strong turbulence conditions.

Más información

Título según WOS: ID WOS:000878082900007 Not found in local WOS DB
Título de la Revista: FOURTEENTH INTERNATIONAL CONFERENCE ON MACHINE VISION (ICMV 2021)
Volumen: 12237
Editorial: SPIE-INT SOC OPTICAL ENGINEERING
Fecha de publicación: 2022
DOI:

10.1117/12.2633099

Notas: ISI