Experimental demonstration of spectral linear dark field control at NASA's high contrast imaging testbeds
Phillip K. Poon, Axel Potier, Garreth Ruane, Alex B. Walter, A J, Eldorado Riggs, Matthew Noyes, Camilo Mejia Prada, Kyohoon Ahn, Olivier Guyon

TL;DR
This paper experimentally demonstrates spectral linear dark field control (LDFC) at NASA's high contrast imaging testbeds, showing it can stabilize contrast levels below 10^-8 and correct for significant disturbances during long exoEarth observations.
Contribution
First experimental demonstration of spectral LDFC on a vacuum coronagraph testbed at contrast levels below 10^-8, enabling stable long-duration exoEarth imaging.
Findings
Spectral LDFC stabilizes contrast to a few 10^-9 levels.
It corrects for disturbances degrading contrast by over 100 times.
First to demonstrate spatial or spectral LDFC in vacuum testbeds at these contrast levels.
Abstract
Due to the low flux of exoEarths, long exposure times are required to spectrally characterize them. During these long exposures, the contrast in the dark hole will degrade as the the optical system drifts from its initial DH state. To prevent such contrast drift, a wavefront sensing and control (WFSC) algorithm running in parallel to the science acquisition can stabilize the contrast. However, pairwise probing (PWP) cannot be reused to efficiently stabilize the contrast since it relies on strong temporal modulation of the intensity in the image plane, which would interrupt the science acquisition. The use of small amplitude probes has been demonstrated but requires multiple measurements from each science sub-band to converge. Conversely, spectral linear dark field control (LDFC) takes advantage of the linear relationship between the change in intensity of the post-coronagraph…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAdaptive optics and wavefront sensing · CCD and CMOS Imaging Sensors · Stellar, planetary, and galactic studies
