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arXiv 2309.04595astro-ph.IM
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含噪声的Roman日冕仪隐式电场共轭算法效能模拟

Simulating the efficacy of the implicit-electric-field-conjugation algorithm for the Roman Coronagraph with noise

Kian Milani, Ewan Douglas, Sebastiaan Haffert, Kyle Van Gorkom

AI总结:

针对Roman日冕仪高阶波前控制的计算复杂性,本文模拟了无需光学模型的隐式EFC(iEFC)算法在HLC和SPC-WFOV两种模式下的效能,并在单色及含多种噪声的宽带条件下验证了其作为EFC替代方案的可行性。

摘要:

由于Electric-Field-Conjugation(EFC,电场共轭)算法的计算复杂性,Roman日冕仪预计将通过地面在环方案执行其高阶波前传感与控制(HOWFSC)。该方案为给定的科学目标提供了更改HOWFSC算法的灵活性。一种新的替代隐式EFC(implicit-EFC)算法引起了特别的关注,因为它不需要光学模型即可创建暗 hole,使得最终对比度独立于模型精度。预期的HOWFSC方案包括在观测亮星(如 $ζ$ Puppis)时运行EFC以创建初始暗 hole,随后转向科学目标,同时在给定观测期间通过低阶WFSC维持对比度。\n在给定类似方案的情况下,针对两种日冕仪模式模拟了iEFC的效能,即Hybrid Lyot Coronagraph(HLC,混合Lyot日冕仪)和宽视场Shaped-Pupil-Coronagraph(SPC-WFOV,成型光瞳日冕仪)。每种模式的端到端物理光学模型作为模拟工具。给出了初始单色模拟结果,并与使用FALCO软件获得的单色EFC结果进行了比较。测试了多组校准模式,以了解生成iEFC响应矩阵时的最佳模式。在假设观测恒星为 $ζ$ Puppis 的情况下,使用宽带图像进行了进一步的iEFC模拟。宽带模拟中包含了散粒噪声、读出噪声和暗电流,以确定iEFC是否可以作为Roman日冕仪EFC的合适替代方案。

英文摘要:

The Roman Coronagraph is expected to perform its high-order wavefront sensing and control (HOWFSC) with a ground-in-the-loop scheme due to the computational complexity of the Electric-Field-Conjugation (EFC) algorithm. This scheme provides the flexibility to alter the HOWFSC algorithm for given science objectives. A new alternative implicit-EFC algorithm is of particular interest as it requires no optical model to create a dark-hole, making the final contrast independent of the model accuracy. The intended HOWFSC scheme involves running EFC while observing a bright star such as $ζ$ Puppis to create the initial dark-hole, then slew to the science target while maintaining the contrast with low-order WFSC over the given observation. Given a similar scheme, the efficacy of iEFC is simulated for two coronagraph modes, namely the Hybrid Lyot Coronagraph (HLC) and the wide-field-of-view Shaped-Pupil-Coronagraph (SPC-WFOV). End-to-end physical optics models for each mode serve as the tool for the simulations. Initial monochromatic simulations are presented and compared with monochromatic EFC results obtained with the FALCO software. Various sets of calibration modes are tested to understand the optimal modes to use when generating an iEFC response matrix. Further iEFC simulations are performed using broadband images with the assumption that $ζ$ Puppis is the stellar object being observed. Shot noise, read noise, and dark current are included in the broadband simulations to determine if iEFC could be a suitable alternative to EFC for the Roman Coronagraph.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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