Designing a Compressive Sensing Demonstrator of an Earth Observation Payload in the Visible and Medium Infrared: Instrumental Concept and Main Features
Academic Article
Publication Date:
2021
abstract:
Increased spatial resolution and revisit time of payloads operating in the infrared spectral region can offer unprecedented advantages to Earth Observation. This, however, poses several techno-logical challenges, such as large array detector availability and data bandwidth. In this paper, we present a super-resolved demonstrator - based on a compressive sensing architecture - which is being developed to address enhanced performance in terms of at-ground spatial resolution, on-board data processing and encryption functionalities for Earth Observation payloads. The de-monstrator's architecture is here presented together with its working principle, main features and the approach used for image reconstruction.
Iris type:
01.01 Articolo in rivista
Keywords:
compressive sensing; super-resolution; earth observation; optical payload; spatial light modula-tor; medium infrared; deep learning
List of contributors:
Baldi, Massimo; Acampora, Luigi; Guzzi, Donatella; Raimondi, Valentina; Palombi, Lorenzo; Lastri, Cinzia; Nardino, Vanni
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