Wavefront Sensor for Laser Beams Based on Reweighted Amplitude Flow Algorithm

We present a reference-free computational wavefront sensor based on binary amplitude modulation and phase retrieval. The method employs a Digital Micromirror Device as a programmable amplitude modulator and reconstructs the complex optical field from multiple far-field intensity measurements using the Reweighted Amplitude Flow algorithm with Optimal Spectral Initialization. Unlike classical pupil-plane wavefront sensors, the proposed architecture contains no wavelength-specific optical elements, enabling straightforward adaptation across a broad spectral range. The achievable spatial resolution of the reconstructed wavefront scales directly with the modulator resolution. We experimentally demonstrate wavefront reconstruction at 650 nm and at 2116 nm, a wavelength regime where commercial wavefront sensors are scarce. At 650 nm, the reconstructed wavefront is validated against a commercial lateral shearing interferometer, and the sensor is further integrated into a closed-loop adaptive optics system using a deformable mirror. The proposed approach is particularly suited for applications requiring high spatial resolution and large dynamic range in slowly varying or quasi-static laser fields, where computational reconstruction speed is not a primary concern.

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Publication Details

Journal
Applied Sciences
Published
2026-02-15
DOI
https://doi.org/10.3390/app16041942
Primary Topic
Adaptive optics and wavefront sensing
Type
article
Field-Weighted Citation Impact
0.00

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article

Wavefront Sensor for Laser Beams Based on Reweighted Amplitude Flow Algorithm

Martin Divoký, Tomas Mocek, Jan Pilař, Miroslav Čech et al.
Applied Sciences
Adaptive optics and wavefront sensing
article

Wavefront Sensor for Laser Beams Based on Reweighted Amplitude Flow Algorithm

Martin Divoký, Tomas Mocek, Jan Pilař, Miroslav Čech, Ondřej Denk
article en

Abstract

We present a reference-free computational wavefront sensor based on binary amplitude modulation and phase retrieval. The method employs a Digital Micromirror Device as a programmable amplitude modulator and reconstructs the complex optical field from multiple far-field intensity measurements using the Reweighted Amplitude Flow algorithm with Optimal Spectral Initialization. Unlike classical pupil-plane wavefront sensors, the proposed architecture contains no wavelength-specific optical elements, enabling straightforward adaptation across a broad spectral range. The achievable spatial resolution of the reconstructed wavefront scales directly with the modulator resolution. We experimentally demonstrate wavefront reconstruction at 650 nm and at 2116 nm, a wavelength regime where commercial wavefront sensors are scarce. At 650 nm, the reconstructed wavefront is validated against a commercial lateral shearing interferometer, and the sensor is further integrated into a closed-loop adaptive optics system using a deformable mirror. The proposed approach is particularly suited for applications requiring high spatial resolution and large dynamic range in slowly varying or quasi-static laser fields, where computational reconstruction speed is not a primary concern.

Applied SciencesVol. 16(4)
FZU ‒ Institute of Physics of the Academy of Sciences of the Czech Republic (CZ), Czech Technical University in Prague (CZ)
European Commission
Sustainable cities and communities
Openalex Percentile: Top 53%
Adaptive optics and wavefront sensing
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Wavefront Sensor for Laser Beams Based on Reweighted Amplitude Flow Algorithm — Martin Divoký, Tomas Mocek, et al. · Applied Sciences (2026) | TGRS Research Map | TGRS