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Branch point agnostic full optical field reconstruction using Shack-Hartmann data.

Max Cubillos, Kevin Luna

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    |April 24, 2026
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    Summary

    This study introduces a new method for wavefront sensing that reconstructs the full complex optical field, overcoming limitations of phase-based approaches. This technique accurately handles branch points in adaptive optics systems, improving performance in challenging conditions.

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    Area of Science:

    • Optical physics
    • Adaptive optics
    • Wavefront sensing

    Background:

    • Traditional wavefront reconstruction algorithms struggle with branch point singularities in phase gradients, especially under strong scintillation.
    • These branch points are not true singularities but zeros of the optical field, indicating a solvable problem.

    Purpose of the Study:

    • To develop a robust wavefront sensing method that circumvents branch point issues by reconstructing the full complex optical field.
    • To provide an efficient and implementable solution for real-time adaptive optics applications.

    Main Methods:

    • Reconstructing the full complex optical field using intensity and gradient data from a Shack-Hartmann wavefront sensor.
    • Formulating the reconstruction as a linear least-squares problem for the optical field, rather than just the phase.
    • Utilizing standard efficient techniques for solving the linear least-squares problem.

    Main Results:

    • The proposed method accurately reconstructs the full optical field, effectively handling branch points.
    • Numerical simulations demonstrate the algorithm's accuracy and robustness to noise in highly scintillated fields.
    • The algorithm is efficient and suitable for real-time adaptive optics.

    Conclusions:

    • Reconstructing the full complex optical field offers a well-posed solution to branch point problems in wavefront sensing.
    • This approach enhances the performance of adaptive optics systems, particularly in environments with significant optical turbulence.
    • The developed algorithm provides a practical and efficient tool for advanced optical wavefront analysis.