Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group
  • 2019 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference
  • OSA Technical Digest (Optica Publishing Group, 2019),
  • paper cj_14_3

AI Controlled Tiled Aperture Coherent Beam Combining

Not Accessible

Your library or personal account may give you access

Abstract

Coherent beam combining (CBC) is a method for combining multiple emitters into one high power beam by means of relative phase stabilization. Usually modulation or interferometric techniques are used to generate an error signal [1]. This is relatively complicated and cost expensive. Especially in the case of tiled aperture combining the beam profile is usually monitored anyway. This beam profile should contain most of the information necessary for the stabilization as well but is usually not used because it is difficult to explicitly derive the correct actions from just the far field image. Building on our previous experience about the use of reinforcement learning in CBC [2], here we show that it is possible to derive a suitable control policy without any explicit modelling using deep reinforcement learning in a simulated environment.

© 2019 IEEE

PDF Article
More Like This
AI Controlled Coherent Beam Combining

Henrik Tünnermann and Akira Shirakawa
ATh2A.1 Advanced Solid State Lasers (ASSL) 2019

Tiled Aperture Beam Combining with Reinforcement Learning

Henrik Tunnermann and Akira Shirakawa
SM1L.2 CLEO: Science and Innovations (CLEO:S&I) 2020

OAM Beams via Deep Reinforcement Learning based Coherent Beam Combining

Henrik Tünnermann and Akira Shirakawa
20p_E214_2 JSAP-OSA Joint Symposia (JSAP) 2019

Select as filters


Select Topics Cancel
© Copyright 2024 | Optica Publishing Group. All Rights Reserved