Research on Compressed Sensing Spectrometry Based on Electro-Optical Transmittance Coding

被引:1
|
作者
Wang, Shuang [1 ,2 ]
Li, Kewu [2 ,3 ]
Han, Xie [1 ]
Wang, Zhibin [2 ]
机构
[1] North Univ China, Sch Data Sci & Technol, Taiyuan 030051, Peoples R China
[2] Shanxi Prov Optoelect Informat & Instrument, Engn & Technol Res Ctr, Taiyuan 030051, Peoples R China
[3] North Univ China, Sch Elect & Control Engn, Taiyuan 030051, Peoples R China
来源
APPLIED SCIENCES-BASEL | 2022年 / 12卷 / 23期
基金
中国国家自然科学基金;
关键词
compressed sensing; spectrometry; electro-optical modulation; transmittance coding;
D O I
10.3390/app122312097
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
To develop fast and integrated spectrometry, we present a new method of compressed sensing spectrometry based on electro-optical transmittance coding. A LiNbO3 electro-optic modulator was applied to a directly compressed measurement code in the spectral dimension. Subsequently, a sequential forward floating selection algorithm was employed to select the coding measurement matrix, and sparsity adaptive matching pursuit was used as a solver algorithm. The principle was analyzed, and the measurement system was built for verification experiments. The experimental results reveal that the spectral reconstruction relative error is in the order of 10(-2), and the full width at half maximum of the spectral measurement is as high as 1.2 nm. The spectral resolution can reach approximately 0.4 nm in the visible light band range (0.38-0.78 mu m) with 1024 spectral channels. The compressed ratio of the compressed sensing spectrometry is up to 1:29. Furthermore, the spectral signal measurement time is only 0.25 ms. The study demonstrates a novel method, which exhibits high precision, speed, high compressed ratio and hyperspectral resolution.
引用
收藏
页数:11
相关论文
共 50 条
  • [11] Recyclable and Healable Electro-Optical Fiber for Sensing and Information Transmission
    Li, Weikang
    Lu, Zeren
    Zhang, Yue
    Zhu, Liming
    Zhang, Jiwei
    Zhang, Yufan
    Wu, Mengjie
    Zhou, Xinran
    Xiong, Jiaqing
    ADVANCED FUNCTIONAL MATERIALS, 2025,
  • [12] Research on Electro-optical Composite Detection Mechanism Based on Microchannel Active Substrate
    Mu Y.
    Chen X.
    Liu C.
    Liu D.
    Hao G.
    Binggong Xuebao/Acta Armamentarii, 2019, 40 (08): : 1665 - 1672
  • [13] Theoretical Research on New Photoelectric Mixing Technology Based on Electro-optical Modulation
    Bu Yuming
    Zeng Zhaoyang
    Du Xiaoping
    Song Yishuo
    TENTH INTERNATIONAL CONFERENCE ON INFORMATION OPTICS AND PHOTONICS, 2018, 10964
  • [14] Terrain aided localisation using electro-optical sensing (TALEOS)
    Collins, PRC
    Stephens, AS
    Greenway, P
    Deaves, RH
    Priestley, MDJ
    Bullen, M
    AUTOMATIC TARGET RECOGNITION VII, 1997, 3069 : 342 - 353
  • [15] Research on Target Electro-optical Tracking Based Fuzzy Disturbance Observer Controller
    Liu, Ying
    Liu, Zhenghua
    Chang, Le
    ASIASIM 2012, PT II, 2012, 324 : 185 - +
  • [16] Liquid crystal electro-optical transducers for electrophysiology sensing applications
    Al Abed, Amr
    Wei, Yuan
    Almasri, Reem M.
    Lei, Xinyue
    Wang, Han
    Firth, Josiah
    Chen, Yingge
    Gouailhardou, Nathalie
    Silvestri, Leonardo
    Lehmann, Torsten
    Ladouceur, Francois
    Lovell, Nigel H.
    JOURNAL OF NEURAL ENGINEERING, 2022, 19 (05)
  • [17] Research on Methane Concentration Monitoring System Based on Electro-Optical Modulation Interference
    Yan Jie
    Meng Peng-hua
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2013, 33 (08) : 2153 - 2156
  • [18] Research and simulation of electro-optical tracking and pointing system based on H∞ control
    Liu, Shanzhong
    Sun, Longhe
    Che, Hong
    PROGRESS IN INTELLIGENCE COMPUTATION AND APPLICATIONS, PROCEEDINGS, 2007, : 614 - 617
  • [19] Experiment Control and Data Aquisition in Electro-Optical Research
    Klemeshev, Vladimir A.
    Voitylov, Alexey V.
    Klemeshev, Sergei A.
    Petrov, Mikhail P.
    2014 INTERNATIONAL CONFERENCE ON COMPUTER TECHNOLOGIES IN PHYSICAL AND ENGINEERING APPLICATIONS (ICCTPEA), 2014, : 181 - 182
  • [20] Research Progress on Silicon Electro-Optical Modulator (Invited)
    Chen, Bigeng
    Li, Ke
    Zhao, Yiru
    Yu, Shaoliang
    LASER & OPTOELECTRONICS PROGRESS, 2024, 61 (19)