English

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

Instrumentation and Methods for Astrophysics 2024-09-10 v1

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. 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 the 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.

Keywords

Cite

@article{arxiv.2409.04640,
  title  = {Alignment of three mirror anastigmat telescopes using a multilayered stochastic parallel gradient descent algorithm},
  author = {Solvay Blomquist and Heejoo Choi and Hyukmo Kang and Kevin Derby and Pierre Nicolas and Ewan S. Douglas and Daewook Kim},
  journal= {arXiv preprint arXiv:2409.04640},
  year   = {2024}
}

Comments

7 pages, 4 figures, presented at SPIE Optics + Photonics 2024

R2 v1 2026-06-28T18:37:03.846Z