Alignment of three mirror anastigmat telescopes using a multilayered stochastic parallel gradient descent algorithm

Solvay Blomquist, Heejoo Choi, Hyukmo Kang, Kevin Derby, Pierre Nicolas, Ewan S. Douglas, Daewook Kim

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

When a telescope doesn’t reach a reasonable point spread function on the detector or detectable wavefront quality after initial assembly, a coarse phase alignment on-sky is crucial. Before utilizing a closed loop adaptive optics system, the observatory needs a strategy to actively align the telescope sufficiently for fine wavefront sensing (WFS). This paper presents a method of early-stage alignment using a stochastic parallel-gradient-descent (SPGD) algorithm which performs random perturbations to the optics of a three mirror anastigmat telescope design. The SPGD algorithm will drive the telescope until the wavefront error is below the acceptable range of the fine adaptive optics system to hand the telescope over. The focused spot size over the field of view is adopted as a feed parameter to SPGD algorithm and wavefront peak-to-valley error values are monitored to directly compare our mechanical capabilities to our alignment goal of diffraction limited imaging and fine wavefront sensing.

Original languageEnglish (US)
Title of host publicationOptical Manufacturing and Testing 2024
EditorsDaewook Kim, Heejoo Choi, Heidi Ottevaere
PublisherSPIE
ISBN (Electronic)9781510679283
DOIs
StatePublished - 2024
EventOptical Manufacturing and Testing 2024 - San Diego, United States
Duration: Aug 20 2024Aug 22 2024

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume13134
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

ConferenceOptical Manufacturing and Testing 2024
Country/TerritoryUnited States
CitySan Diego
Period8/20/248/22/24

Keywords

  • large optics
  • stochastic parallel gradient descent
  • telescope
  • telescope alignment
  • telescope simulation
  • TMA
  • wavefront error

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics
  • Computer Science Applications
  • Applied Mathematics
  • Electrical and Electronic Engineering

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