Wave front sensor-less adaptive optics based on sharpness metrics for particle image velocimetry

TL;DR

This paper presents a wave front sensor-less adaptive optics method using sharpness metrics and iterative optimization with a deformable mirror to improve particle image velocimetry accuracy in fluid flow measurements.

Contribution

It introduces a novel wave front correction technique that eliminates the need for a wave front sensor in PIV systems, enhancing measurement accuracy.

Findings

Effective wave front correction without WFS demonstrated.

Reduction in measurement uncertainties achieved.

Multiple sharpness metrics validated for optimization.

Abstract

Optical distortions can significantly deteriorate the measurement accuracy in imaging systems. Such distortions can occur at fluctuating phase boundaries as well as multiple-phase flows and result from the accompanied refractive index changes. Due to multiple reflexes arising from a fluid flow setup, the usage of a wave front sensor (WFS) can be hindered. In this work we outline a wave front sensor-less approach which includes iterative aberration correction with a fast deformable mirror (DM). A combination of sharpness metric (SM) image evaluation and iterative optimization is demonstrated. The SM was measured for each image while adjusting seven Zernike modes (after Noll index enumeration) in their amplitude. The SM is used as an indicator for wave front aberrations without using a wave front sensor to correct wave front distortions that are generated by the DM. The proposed method allows for the reduction of systematic measurement uncertainties in fluid flow measurement techniques as particle image velocimetry (PIV). Five different sharpness metrics are demonstrated for reliable sharpness maximization with a deformable mirror of 69 elements. A systematic linear search (LS) algorithm was applied in order to find the optimal mirror shape. The reduction of measurement uncertainty for PIV measurements is shown. The iterative approach offers a way to reduce static or slowly changing wave front distortions in a fluid flow setup where a WFS is not applicable.