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Adam SPGD algorithm in freeform surface in-process interferometry

delete2022-08-19
delete9
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OA
AI
J
Jinling Wu
C
Chengwen Hu
R
Renhu Liu
S
Shengyang Wu
J
Jiaquan Cao
成中涛 cover
成中涛 (Zhongtao Cheng)
B
Benli Yu
张磊 (Lei Zhang) *
DOI:10.1364/OE.470007delete
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Abstract

Abstract

En 中文
The adaptive interferometer has been recently proposed to realize the metrology of unknown freeform surfaces with several restructured algorithms for feedback control. The adaptive moment estimation (Adam) stochastic parallel gradient descent (SPGD) algorithm is employed in this paper for fringes release. The proposed algorithm makes considerable progress in relieving conflict of the convergence rate, speed, and parameters intervention. Simulations and experiments show its 37% time saving and 99% convergence rate, with arbitrarily configured parameter increment, compared with the SPGD algorithm. It would have great potential in in-process tests in freeform surface fabrication or large-volume testing. (C) 2022 Optica Publishing Group under the terms of the Optica Open Access Publishing Agreement
Keywords:
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ABERRATION

Journal

Optics Express cover
Optics Express
IF:
3.3
Papers:
6.1W
Citations:
14.3W

Organization

C
California Institute of Technology
Scholars:
2.9W
Papers: 2.5W
Citations: 4.9W
A
anhui university
Scholars:
1.9W
Papers: 1.2W
Citations: 24