High Contrast Imaging Laboratory (HCIL)
Princeton University
N. Jeremy Kasdin
He Sun
Christian Delacroix
HCIL is designed to demonstrate cutting-edge technologies for exoplanet direct imaging and characterization from space-based platforms. The laboratory simulates an integrated telescope and coronagraph instrument, operating in the visible to near-infrared, similar to that baselined for the WFIRST mission. Our specific focus is the development and validation of the shaped pupil coronagraph along with various model-based wavefront control and estimation techniques. On-going developments of the HCIL include the addition of low-order wavefront sensing (LOWFS) and an integral field spectrograph (IFS).
The testbed is located in a 900 sq. ft. clean room with temperature and humidity control. The testbed is equipped with vibration isolation and a clean air system designed for optical research.
Current configuration
Future configuration
Using the shaped pupil coronagraph only, the testbed can reach a contrast of 1x10^(-4). The addition of the 2 -DM focal plane wavefront control improves the contrast to 1x10^(-7). Several new wavefront control and estimation algorithms, including EFC, stroke minimization, Kalman filtering, and extended Kalman filtering, have been demonstrated in this layout. Current research is directed at achieving end-to-end system identification and reinforcement learning control.
Future Developments: The testbed will be equipped with low-order wavefront sensing based on the reflected light from the FPM in the near future. A lenslet-based integral field spectrograph (IFS) is under development as a demonstration for the WFIRST coronagraph instrument (CGI). It features an 18% band around 660nm with a spectral resolution of 50 and will be used to demonstrate IFS-based closed-loop broadband wavefront control.
Matlab, some Python
Currently private, our plan is to translate our Matlab codes into an open source Python package.
The shaped pupil coronagraph for planet finding coronagraphy: optimization, sensitivity, and laboratory testing, Kasdin et al. 2004
Optimal dark hole generation via two deformable mirrors with stroke minimization, Pueyo et al. 2009
Kalman filtering techniques for focal plane electric field estimation, Groff and Kasdin 2013
Recursive starlight and bias estimation for high-contrast imaging with an extended Kalman filter, Riggs, Kasdin, and Groff 2016
Methods and limitations of focal plane sensing, estimation, and control in high-contrast imaging, Groff et al. 2015
Identification of the focal plane wavefront control system using EM algorithm, Sun, Kasdin, and Vanderbei 2017