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Zernike-Bessel representation and its application to Hankel transforms
1Lawrence Livermore National Laboratory, CA 94550, USA. cerjan1@llnl.gov
This study leverages the Zernike polynomial basis and Fourier-Bessel expansion to precisely calculate Hankel transforms for radial functions. The method offers exact results for simple functions and high accuracy for complex ones, enhancing numerical analysis.
Area of Science:
- Optics and Photonics
- Mathematical Physics
- Numerical Analysis
Background:
- Hankel transforms are crucial in analyzing systems with radial symmetry, common in optics and physics.
- Existing methods for computing Hankel transforms can be computationally intensive or lack precision for certain functions.
- The Zernike polynomial basis and Fourier-Bessel expansion are established mathematical tools with known properties.
Purpose of the Study:
- To exploit the duality between Zernike polynomials and Fourier-Bessel expansions for efficient Hankel transform calculation.
- To develop a numerical method for evaluating Hankel transforms of truncated radial functions with high accuracy.
- To investigate the applicability and limitations of the Fourier-Bessel representation in Hankel transform pairs.
Main Methods:
- Utilizing the mathematical relationship between the Zernike polynomial basis and the Fourier-Bessel expansion.
- Applying this duality to formulate a computational approach for Hankel transforms.
- Testing the method on simple truncated radial functions and more complex cases.
Main Results:
- Achieved exact Hankel transform calculations for simple truncated radial functions.
- Demonstrated high numerical accuracy for the Hankel transforms of more complicated radial functions.
- Gained insights into the limitations of the Fourier-Bessel representation, particularly for infinite-range Hankel transforms.
Conclusions:
- The proposed method provides an accurate and efficient way to compute Hankel transforms using Zernike polynomials and Fourier-Bessel expansions.
- This approach offers a valuable tool for numerical analysis in fields requiring radial symmetry analysis.
- Understanding the limitations is key for applying this method to diverse Hankel transform pairs.
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