18 - 22 August 2024
San Diego, California, US
Conference 13147 > Paper 13147-9
Paper 13147-9

Improved detection of vortex superpositions in turbulence using optimal transport theory: simulations and experiments

20 August 2024 • 2:00 PM - 2:20 PM PDT | Conv. Ctr. Room 11B

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 vortex superpositions with 1 to 4 active OAM states are used for transmitting digital information. Sensing and decoding data is performed with three candidate spatial detection strategies, including a Mode Sorter and a Shack-Hartmann. We use concepts of Optimal Transport, particularly the Wasserstein distance, to finding optimal selection of OAM superpositions in which turbulence is taken into account. Symbol detection and classification is performed as a whole, without the need to individually detect the OAM states. We demonstrate the effectiveness of our approach through both simulation and trials using an outdoor experimental setup.

Presenter

Univ. de los Andes (Chile)
Application tracks: AI/ML
Presenter/Author
Univ. de los Andes (Chile)
Author
Univ. de los Andes (Chile)
Author
Univ. de los Andes (Chile)