Grating measuring instrument with high resolution developed by neural networks technique

被引:0
作者
Zhu, Qing-Bao [1 ]
机构
[1] Dept. of Comp., Nanjing Normal Univ., Nanjing 210097, China
来源
Jiliang Xuebao/Acta Metrologica Sinica | 2002年 / 23卷 / 04期
关键词
D O I
暂无
中图分类号
学科分类号
摘要
A grating measuring instrument with high resolution developed with the neural networks technique is described. In the instrument, the BP Neural Network is used to subdivide the grating signal. Even if there are only seven training samples, the subdividing accuracy will be 0.18 micron. By means of this, the hardware design is not only simplified greatly, but also the resolution of the instrument and the reliability of system are remarkably improved.
引用
收藏
页码:266 / 270
相关论文
共 50 条
[31]   Fiber Bragg Grating signal processing using Artificial Neural Networks, an extended measuring range analysis [J].
Encinas, Leonardo S. ;
Zimmermann, Antonio C. ;
Veiga, Celso. L. N. .
2007 SBMO/IEEE MTT-S INTERNATIONAL MICROWAVE AND OPTOELECTRONICS CONFERENCE, VOLS 1 AND 2, 2007, :671-674
[32]   Measuring meaning in life in South Africa: validation of an instrument developed in the USA [J].
de Klerk, Jeremias J. ;
Boshoff, Adre B. ;
van Wyk, Rene .
SOUTH AFRICAN JOURNAL OF PSYCHOLOGY, 2009, 39 (03) :314-325
[33]   Characterization of a high resolution transmission grating [J].
Desauté, P ;
Merdji, H ;
Greiner, V ;
Missalla, T ;
Chenais-Popovics, C ;
Troussel, P .
OPTICS COMMUNICATIONS, 2000, 173 (1-6) :37-43
[34]   HIGH-RESOLUTION GRATING SPECTROMETER [J].
PORTO, SPS ;
SZULE, A ;
GUIMARAES, WON ;
NETO, JRP .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA, 1960, 50 (09) :921-922
[35]   Development and validation of an in situ high-resolution technique for measuring antibiotics in sediments [J].
Li, Yanying ;
Rong, Qiuyu ;
Han, Chao ;
Li, Hanbing ;
Luo, Jun ;
Yan, Liying ;
Wang, Degao ;
Jones, Kevin C. ;
Zhang, Hao .
JOURNAL OF HAZARDOUS MATERIALS, 2024, 466
[36]   A high resolution DIC technique for measuring small thermal expansion of film specimens [J].
Wang, Y. G. ;
Tong, W. .
OPTICS AND LASERS IN ENGINEERING, 2013, 51 (01) :30-33
[37]   High-resolution interrogation technique for fiber Bragg grating strain sensor using long period grating pair and EDF [J].
Jung, J ;
Lee, JW ;
Lee, B .
14TH INTERNATIONAL CONFERENCE ON OPTICAL FIBER SENSORS, 2000, 4185 :114-117
[38]   High-Resolution Phased-Subarray MIMO Radar With Grating Lobe Cancellation Technique [J].
Han, Kawon ;
Hong, Songcheol .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2022, 70 (05) :2775-2785
[39]   Implementation of a high-resolution micro-grating accelerometer using a subdivision interpolation technique [J].
Peng, Haifeng ;
Tang, Jiuhui ;
Guo, Shangzhou ;
Jin, Li ;
Xie, Kunyang ;
Li, Mengwei .
APPLIED OPTICS, 2024, 63 (22) :5966-5972
[40]   Efficiently predicting high resolution mass spectra with graph neural networks [J].
Murphy, Michael ;
Jegelka, Stefanie ;
Fraenkel, Ernest ;
Kind, Tobias ;
Healey, David ;
Butler, Thomas .
INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 202, 2023, 202