Pattern recognition based on time-frequency analysis and convolutional neural networks for vibrational events in φ-OTDR

Chengjin Xu; Junjun Guan; Ming Bao; Jiangang Lu; Wei Ye

doi:10.1117/1.oe.57.1.016103

Pattern recognition based on time-frequency analysis and convolutional neural networks for vibrational events in φ-OTDR

Optical Engineering ◽

10.1117/1.oe.57.1.016103 ◽

2018 ◽

Vol 57 (01) ◽

pp. 1 ◽

Cited By ~ 14

Author(s):

Chengjin Xu ◽

Junjun Guan ◽

Ming Bao ◽

Jiangang Lu ◽

Wei Ye

Keyword(s):

Neural Networks ◽

Pattern Recognition ◽

Convolutional Neural Networks ◽

Frequency Analysis ◽

Time Frequency Analysis ◽

Time Frequency

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Contactless Fall Detection using Time-Frequency Analysis and Convolutional Neural Networks

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2021.3049342 ◽

2021 ◽

pp. 1-1

Author(s):

Hamidreza Sadreazami ◽

Miodrag Bolic ◽

Sreeraman Rajan

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Frequency Analysis ◽

Fall Detection ◽

Time Frequency Analysis ◽

Time Frequency

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A Novel Method to Detect Multiple Arrhythmias Based on Time-Frequency Analysis and Convolutional Neural Networks

IEEE Access ◽

10.1109/access.2019.2956050 ◽

2019 ◽

Vol 7 ◽

pp. 170820-170830 ◽

Cited By ~ 4

Author(s):

Ziqian Wu ◽

Tianjie Lan ◽

Cuiwei Yang ◽

Zhenning Nie

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Frequency Analysis ◽

Time Frequency Analysis ◽

Time Frequency ◽

Novel Method

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Automatic grinding burn recognition based on time-frequency analysis and convolutional neural networks

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-020-05902-w ◽

2020 ◽

Vol 110 (7-8) ◽

pp. 1833-1849

Author(s):

Henrique Butzlaff Hübner ◽

Marcus Antônio Viana Duarte ◽

Rosemar Batista da Silva

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Frequency Analysis ◽

Time Frequency Analysis ◽

Time Frequency ◽

Grinding Burn

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EEG Pattern Recognition by Multidimensional Space-Time-Frequency Analysis

V Latin American Congress on Biomedical Engineering CLAIB 2011 May 16-21, 2011, Habana, Cuba - IFMBE Proceedings ◽

10.1007/978-3-642-21198-0_292 ◽

2013 ◽

pp. 1150-1153 ◽

Cited By ~ 1

Author(s):

E. Martínez-Montes ◽

Y. Márquez-Bocalandro ◽

A. Lage-Castellanos

Keyword(s):

Pattern Recognition ◽

Frequency Analysis ◽

Space Time ◽

Multidimensional Space ◽

Time Frequency Analysis ◽

Time Frequency ◽

Eeg Pattern ◽

Eeg Pattern Recognition

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Neural Networks and Time–Frequency Analysis of Surface Electromyographic Signals for Muscle Cerebral Control

Handbook of Neural Engineering ◽

10.1002/9780470068298.ch8 ◽

2007 ◽

pp. 131-155

Author(s):

Bruno Azzerboni ◽

Maurizio Ipsale ◽

Fabio La Foresta ◽

Francesco Carlo Morabito

Keyword(s):

Neural Networks ◽

Frequency Analysis ◽

Time Frequency Analysis ◽

Time Frequency ◽

Cerebral Control ◽

Electromyographic Signals

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Neuromuscular disease detection by neural networks and fuzzy entropy on time-frequency analysis of electromyography signals

Expert Systems ◽

10.1111/exsy.12274 ◽

2018 ◽

Vol 35 (4) ◽

pp. e12274 ◽

Cited By ~ 10

Author(s):

Marcela Vallejo ◽

Carlos J. Gallego ◽

L. Duque-Muñoz ◽

Edilson Delgado-Trejos

Keyword(s):

Neural Networks ◽

Frequency Analysis ◽

Neuromuscular Disease ◽

Fuzzy Entropy ◽

Disease Detection ◽

Time Frequency Analysis ◽

Time Frequency ◽

Electromyography Signals

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Use of Time-Frequency Analysis and Neural Networks for Mode Identification in a Wireless Software-Defined Radio Approach

EURASIP Journal on Advances in Signal Processing ◽

10.1155/s1110865704407057 ◽

2004 ◽

Vol 2004 (12) ◽

Cited By ~ 31

Author(s):

Matteo Gandetto ◽

Marco Guainazzo ◽

Carlo S. Regazzoni

Keyword(s):

Neural Networks ◽

Frequency Analysis ◽

Software Defined Radio ◽

Time Frequency Analysis ◽

Mode Identification ◽

Time Frequency ◽

Use Of Time

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Infant cry classification to identify asphyxia using time-frequency analysis and radial basis neural networks

Expert Systems with Applications ◽

10.1016/j.eswa.2012.02.102 ◽

2012 ◽

Vol 39 (10) ◽

pp. 9515-9523 ◽

Cited By ~ 14

Author(s):

M. Hariharan ◽

J. Saraswathy ◽

R. Sindhu ◽

Wan Khairunizam ◽

Sazali Yaacob

Keyword(s):

Neural Networks ◽

Frequency Analysis ◽

Time Frequency Analysis ◽

Infant Cry ◽

Time Frequency ◽

Radial Basis Neural Networks ◽

Radial Basis

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Neural networks for ultrasonic NDE signal classification using time-frequency analysis

IEEE International Conference on Acoustics Speech and Signal Processing ◽

10.1109/icassp.1993.319163 ◽

1993 ◽

Cited By ~ 7

Author(s):

C.H. Chen ◽

G.G. Lee

Keyword(s):

Neural Networks ◽

Frequency Analysis ◽

Signal Classification ◽

Time Frequency Analysis ◽

Time Frequency ◽

Ultrasonic Nde

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Forecasting intra-hour solar photovoltaic energy by assembling wavelet based time-frequency analysis with deep learning neural networks

International Journal of Electrical Power & Energy Systems ◽

10.1016/j.ijepes.2021.107777 ◽

2021 ◽

pp. 107777

Author(s):

Fermín Rodríguez ◽

Iñigo Azcárate ◽

Javier Vadillo ◽

Ainhoa Galarza

Keyword(s):

Neural Networks ◽

Deep Learning ◽

Frequency Analysis ◽

Solar Photovoltaic ◽

Time Frequency Analysis ◽

Time Frequency ◽

Photovoltaic Energy

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