{
  "annotation_id": "1e5a225c-37c9-402f-bd3f-972ef3f5b601",
  "date_created": "2026-02-17T05:53:16.119000Z",
  "date_modified": "2026-02-17T05:53:16.119000Z",
  "file_hash": "20236a283f93c1488279fb1881fe9ae0c6fb5389e7620aff7ab2ef4f224194e8",
  "private": false,
  "record": {
    "abstract": "The high sensitivity of the pyramid wavefront sensor has made it the preferred sensor in high contrast adaptive optics systems. Future higher contrast systems, like the Extremely Large Telescope\u0027s Planetary Camera System, will require higher performance wavefront sensing. A further performance improvement could be achieved with a polychromatic pyramid wavefront sensor by using additional information over a broader wavelength range. The development of such systems is becoming more feasible with the emergence of new detector technologies such as Microwave Kinetic Inductance Detector arrays. These are arrays of superconductor detectors that give a position, arrival time and measure of the energy for each incident photon. This paper introduces the polychromatic pyramid wavefront sensor concept by defining the technologies and techniques employed and their requirements. A method is developed to track the optical gains, taking advantage of the additional wavelength information, and used to compensate for optical gains within an optimised reconstructor to minimise noise propagation. An overview of expected performance improvement, using end-to-end simulations, is provided using the Keck II adaptive optics system as a reference design. The polychromatic pyramid wavefront sensor was shown to increase the limiting magnitude by 1 to 2 magnitudes, and the contrast by factors of 1.5 to 4, versus single band pyramid wavefront sensors, by sensing over a wavelength range approximately five to ten times broader (800-1800 nm) compared to Z band (152 nm wide) and H band (300 nm wide). Practical design and implementation issues have also been considered.",
    "arxiv_id": "2601.08398",
    "authors": [
      "Aur\u00e9lie Magniez",
      "Charlotte Z. Bond",
      "Peter Wizinowich",
      "TIm Morris",
      "Kieran O\u0027Brien"
    ],
    "categories": [
      "astro-ph.IM"
    ],
    "doi": "10.1093/rasti/rzaf064",
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "title": "Polychromatic pyramid wavefront sensor with MKID technology for high contrast imaging",
    "url": "https://arxiv.org/abs/2601.08398",
    "version": "v1"
  },
  "schema_id": "dorsal/arxiv",
  "source": {
    "execution_id": "bef95cb5-5dd6-46f2-bd08-0236199d35c4",
    "id": "arXiv Dataset",
    "type": "Model",
    "variant": "snapshot-2026-01-17",
    "version": "0.1.0"
  },
  "user_id": 1000002
}