Advances in Miniaturized Computational Spectrometers.
compressive sensings
miniaturized computational spectrometers
reconstruction algorithms
spectral encoding
Journal
Advanced science (Weinheim, Baden-Wurttemberg, Germany)
ISSN: 2198-3844
Titre abrégé: Adv Sci (Weinh)
Pays: Germany
ID NLM: 101664569
Informations de publication
Date de publication:
30 Oct 2024
30 Oct 2024
Historique:
revised:
02
10
2024
received:
25
04
2024
medline:
31
10
2024
pubmed:
31
10
2024
entrez:
30
10
2024
Statut:
aheadofprint
Résumé
Miniaturized computational spectrometers have emerged as a promising strategy for miniaturized spectrometers, which breaks the compromise between footprint and performance in traditional miniaturized spectrometers by introducing computational resources. They have attracted widespread attention and a variety of materials, optical structures, and photodetectors are adopted to fabricate computational spectrometers with the cooperation of reconstruction algorithms. Here, a comprehensive review of miniaturized computational spectrometers, focusing on two crucial components: spectral encoding and reconstruction algorithms are provided. Principles, features, and recent progress of spectral encoding strategies are summarized in detail, including space-modulated, time-modulated, and light-source spectral encoding. The reconstruction algorithms are classified into traditional and deep learning algorithms, and they are carefully analyzed based on the mathematical models required for spectral reconstruction. Drawing from the analysis of the two components, cooperations between them are considered, figures of merits for miniaturized computational spectrometers are highlighted, optimization strategies for improving their performance are outlined, and considerations in operating these systems are provided. The application of miniaturized computational spectrometers to achieve hyperspectral imaging is also discussed. Finally, the insights into the potential future applications and developments of computational spectrometers are provided.
Identifiants
pubmed: 39477813
doi: 10.1002/advs.202404448
doi:
Types de publication
Journal Article
Review
Langues
eng
Sous-ensembles de citation
IM
Pagination
e2404448Subventions
Organisme : National Key Research and Development Program of China
ID : 2021YFA0715502
Organisme : National Natural Science Foundation of China
ID : 62475084
Organisme : National Natural Science Foundation of China
ID : U22A2083
Organisme : National Natural Science Foundation of China
ID : 62204091
Organisme : National Natural Science Foundation of China
ID : 62374068
Organisme : National Natural Science Foundation of China
ID : 62304085
Organisme : Scientific Research Project of Wenzhou
ID : G2023025
Organisme : Innovation Project of Optics Valley Laboratory
ID : OVL2023ZD002
Organisme : Exploration Project of Natural Science Foundation of Zhejiang Province
ID : LY23F040005
Organisme : Fund from Science, Technology and Innovation Commission of Shenzhen Municipality
ID : GJHZ20210705142540010
Organisme : Fund from Science, Technology and Innovation Commission of Shenzhen Municipality
ID : GJHZ20220913143403007
Informations de copyright
© 2024 The Author(s). Advanced Science published by Wiley‐VCH GmbH.
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