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Optimization of the Brillouin instantaneous frequency measurement using convolutional neural networks
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1016/0893-6080(89)90020-8openalex-snapshot
Multilayer feedforward networks are universal approximators
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Universal approximation by radial basis function networks of Delsarte translates
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Deep-learning-powered photonic analog-to-digital conversion
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Intelligent learning with light
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2019 International Conference on Information and Communications Technology (ICOIACT)
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Impact of Nonlinear Transfer Function and Imperfect Splitting Ratio of MZM on Optical Up-Conversion Employing Double Sideband With Carrier Suppression Modulation
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Analysis and Control of the DC Drift in LiNbO3Based Mach–Zehnder Modulators
inferredcites →https://doi.org/10.1109/jlt.2014.2366998openalex-snapshot
Dynamically Reconfigurable All Optical Frequency Measurement System
inferredcites →https://doi.org/10.1109/lpt.2009.2022637openalex-snapshot
Instantaneous Microwave Frequency Measurement Using Photonic Technique
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Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network
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Improved Dynamic Range Microwave Photonic Instantaneous Frequency Measurement Based on Four-Wave Mixing
inferredcites →https://doi.org/10.1364/oe.25.002206openalex-snapshot
Broadband instantaneous frequency measurement based on stimulated Brillouin scattering
inferredcites →https://doi.org/10.1364/ol.44.002045openalex-snapshot
Brillouin instantaneous frequency measurement with an arbitrary response for potential real-time implementation
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Photonics-Assisted Simultaneous Frequency and Angle-of-Arrival Measurement of Multiple Targets Using Parameter Mapping Method
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Artificial Neural Network Assisted Mitigation of Cross-modulation Distortion in Microwave Photonics Link
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Optical frequency multiplication using residual network with random forest regression
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Photonics-assisted simultaneous frequency and angle-of-arrival measurement using parameter mapping method
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Functional flexible photonics-assisted frequency measurement based on combination of stimulated Brillouin scattering and a Mach – Zehnder interferometer
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Information Extraction of FMCW Laser Ranging Based on ResNet-BiGRU
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Denoising Convolutional Neural Network for Wideband Frequency Modulation Signals Based on Microwave Photonic Down-Conversion
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Microwave Photonic Reconfigurable High Precision Instantaneous Frequency Measurement System Assisted by Stacking Ensemble Learning Method
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Fisher-Information-Enhanced BOTDR Using Beat Spectral Reshaping
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Power-Independent Microwave Instantaneous Frequency Measurement Based on Combination of Brillouin Gain and Loss Spectra
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Adaptive Photonic Microwave Instantaneous Frequency Estimation Using Machine Learning
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Microwave Frequency Measurement System Using Fixed Low Frequency Detection Based on Photonic Assisted Brillouin Technique
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Adaptive deep-learning algorithm for signal recovery of broadband microwave photonic receiving systems based on supervised training
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Photonic analog-to-digital converter powered by a generalized and robust convolutional recurrent autoencoder
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Accuracy enhanced microwave frequency measurement based on the machine learning technique
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Wideband High-Accuracy Microwave Frequency Measurement and Recognition Enabled by Stimulated Brillouin Scattering
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Deep neural network-assisted high-accuracy microwave instantaneous frequency measurement with a photonic scanning receiver
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Deep-learning-based time–frequency domain signal recovery for fiber-connected radar networks
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Ultrabroad Brillouin instantaneous frequency measurement with a designed linear system response
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Machine-Learning-Assisted Instantaneous Frequency Measurement Method Based on Thin-Film Lithium Niobate on an Insulator Phase Modulator for Radar Detection
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Recent Advances in Multitone Microwave Frequency Measurement
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Deep-learning-based angle-of-arrival estimation using microwave photonic down-conversion without calibration
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Hardware-irrelevant parallel processing system
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