Imaging through Atmospheric TurbulenceTurbSim v1: Multi-Aperture SimulatorSimulating atmospheric turbulence is an essential task for evaluating
turbulence mitigation algorithms and training learning-based methods.
Advanced numerical simulators for atmospheric turbulence are available, but
they require evaluating wave propagation which is computationally expensive.
In this paper, we present a propagation-free method for simulating imaging
through turbulence. The key idea behind our work is a new method to draw
inter-modal and spatially correlated Zernike coefficients. By establishing
the equivalence between the angle-of-arrival correlation by Basu, McCrae and
Fiorino (2015) and the multi-aperture correlation by Chanan (1992), we show
that the Zernike coefficients can be drawn according to a covariance matrix
defining the correlations. We propose fast and scalable sampling strategies
to draw these samples. The new method allows us to compress the wave
propagation problem into a sampling problem, hence making the new simulator
significantly faster than existing ones. Experimental results show that the
simulator has an excellent match with the theory and real turbulence data. PublicationNicholas Chimitt and Stanley H. Chan, ‘‘Simulating Anisoplanatic Turbulence by Sampling Correlated Zernike Coefficients’’, Optical Engineering, 59(8), 083101, July 2020. Manuscript on arXiv: https://arxiv.org/abs/2004.11210 Code
Suggested parameters % Turbulence Parameters D = 0.2034; % aperture diameter [m] lambda = 0.525e-6; % wavelength [m] L = 7000; % propagation distance [m] Cn2 = 1e-15; % refractive index structure constant [m^{-2/3}] d = 1.2; % focal length [m] k = 2*pi/lambda; % wave number [m^{-1}] Demonstration |