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Deep neural network-assisted high-accuracy microwave instantaneous frequency measurement with a photonic scanning receiver
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-1-60327-101-1_3openalex-snapshot
Bayesian Regularization of Neural Networks
inferredcites →https://doi.org/10.1016/j.neunet.2014.09.003openalex-snapshot
Deep learning in neural networks: An overview
inferredcites →https://doi.org/10.1038/s41377-019-0176-4openalex-snapshot
Deep-learning-powered photonic analog-to-digital conversion
inferredcites →https://doi.org/10.1049/iet-rsn.2011.0177openalex-snapshot
Fifty years of instantaneous frequency measurement
inferredcites →https://doi.org/10.1109/19.816121openalex-snapshot
On the determination of dynamic errors for rise time measurement with an oscilloscope
inferredcites →https://doi.org/10.1109/jlt.2019.2897313openalex-snapshot
An Optical Communication's Perspective on Machine Learning and Its Applications
inferredcites →https://doi.org/10.1109/jlt.2020.2965113openalex-snapshot
Simultaneous Radar Detection and Frequency Measurement by Broadband Microwave Photonic Processing
inferredcites →https://doi.org/10.1109/jstqe.2019.2902917openalex-snapshot
Photonics for Ultrawideband RF Spectral Analysis in Electronic Warfare Applications
inferredcites →https://doi.org/10.1109/lpt.2008.926025openalex-snapshot
An Approach to the Measurement of Microwave Frequency Based on Optical Power Monitoring
inferredcites →https://doi.org/10.1109/lwc.2017.2757490openalex-snapshot
Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems
inferredcites →https://doi.org/10.1109/tmtt.2013.2273892openalex-snapshot
Photonic-Assisted Microwave Channelizer With Improved Channel Characteristics Based on Spectrum-Controlled Stimulated Brillouin Scattering
inferredcites →https://doi.org/10.1109/tmtt.2018.2875683openalex-snapshot
Photonics-Based Broadband Microwave Instantaneous Frequency Measurement by Frequency-to-Phase-Slope Mapping
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/oe.27.002530openalex-snapshot
Deep neural networks assisted BOTDA for simultaneous temperature and strain measurement with enhanced accuracy
inferredcites →https://doi.org/10.1364/ol.39.002419openalex-snapshot
Instantaneous high-resolution multiple-frequency measurement system based on frequency-to-time mapping technique
inferredcites →https://doi.org/10.1364/ol.44.001948openalex-snapshot
Photonics-based dual-functional system for simultaneous high-resolution radar imaging and fast frequency measurement
inferredcites →https://doi.org/10.1364/ol.44.005723openalex-snapshot
Optimization of the Brillouin instantaneous frequency measurement using convolutional neural networks
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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Integrated Microwave Photonic Sensors Based on Microresonators
inferred← citeshttps://doi.org/10.1002/lpor.71267openalex-snapshot
Artificial Intelligence Reshapes Microwave Photonics
inferred← citeshttps://doi.org/10.1007/s10043-026-01050-wopenalex-snapshot
Low-error, adjustable measuring range photonic-assisted instantaneous frequency measurement scheme based on frequency-phase mapping
inferred← citeshttps://doi.org/10.1016/j.heliyon.2024.e30958openalex-snapshot
Optical frequency multiplication using residual network with random forest regression
inferred← citeshttps://doi.org/10.1016/j.ijleo.2022.169815openalex-snapshot
A scalable instantaneous frequency measurement system based on single branch AC/DC detection
inferred← citeshttps://doi.org/10.1016/j.optcom.2024.130401openalex-snapshot
Photonics-assisted simultaneous frequency and angle-of-arrival measurement using parameter mapping method
inferred← citeshttps://doi.org/10.1016/j.optcom.2024.131159openalex-snapshot
Photonic-aid tri-band multi-frequency measurement system based on zero-IF architecture
inferred← citeshttps://doi.org/10.1080/09205071.2022.2051755openalex-snapshot
Review of microwave frequency measurement circuits
inferred← citeshttps://doi.org/10.1080/09500340.2026.2693958openalex-snapshot
Doppler frequency shift and angle of arrival measurement system with machine learning assistance
inferred← citeshttps://doi.org/10.1109/acp/poem59049.2023.10369928openalex-snapshot
Denoising Convolutional Neural Network for Wideband Frequency Modulation Signals Based on Microwave Photonic Down-Conversion
inferred← citeshttps://doi.org/10.1109/acp55869.2022.10088730openalex-snapshot
On-Chip Microwave Photonic Signal Processing
inferred← citeshttps://doi.org/10.1109/iws52775.2021.9499548openalex-snapshot
Deep-learning based noise-resistant broadband signal recovery for fiber-connected radar networks
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A Novel Deep Learning-Assisted Microwave Photonic Direction Finding System Based on Long-Baseline Array
inferred← citeshttps://doi.org/10.1109/jlt.2024.3372015openalex-snapshot
Integrated Microresonator-Based Microwave Photonic Sensors Assisted by Machine Learning
inferred← citeshttps://doi.org/10.1109/jlt.2025.3626008openalex-snapshot
Photonic-Assisted Microwave Frequency Measurement Based on Frequency-to-Time and Frequency-to-Power Mapping
inferred← citeshttps://doi.org/10.1109/jlt.2025.3632104openalex-snapshot
Photonics-Assisted System for Joint Radar Ranging, Wireless Communications, and Spectrum Sensing
inferred← citeshttps://doi.org/10.1109/jphot.2025.3649903openalex-snapshot
Photonic Generation of Microwave Waveforms Based on Cascaded Modulator Using PSO-CNN Algorithm
inferred← citeshttps://doi.org/10.1109/jsen.2025.3535152openalex-snapshot
A Low-Latency and High-Performance Microwave Photonic AOA and IFM System Based on Deep Learning and FPGA
inferred← citeshttps://doi.org/10.1109/tmtt.2025.3615200openalex-snapshot
Photonic-Aided Wide-Band High Precision Spectrum Analysis System Based on Polarization Multiplexing
inferred← citeshttps://doi.org/10.1117/12.3060320openalex-snapshot
Improved deep residual network for chirp signal recovery in microwave photonic receiving systems
inferred← citeshttps://doi.org/10.1364/ao.454422openalex-snapshot
Enhanced performance of a reservoir computing system based on a dual-loop optoelectronic oscillator
inferred← citeshttps://doi.org/10.1364/ao.563313openalex-snapshot
High-resolution microwave frequency measurement based on frequency-to-time mapping via optical delay scanning
inferred← citeshttps://doi.org/10.1364/oe.429904openalex-snapshot
Accuracy enhanced microwave frequency measurement based on the machine learning technique
inferred← citeshttps://doi.org/10.1364/oecc.2021.m4b.2openalex-snapshot
Machine Learning based LFM Signal Recovery for Fiber-Connected Radar Networks
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Photonic scanning receiver for wide-range microwave frequency measurement by photonic frequency octupling and in-phase and quadrature mixing
inferred← citeshttps://doi.org/10.1364/ol.446000openalex-snapshot
Deep-learning-based time–frequency domain signal recovery for fiber-connected radar networks
inferred← citeshttps://doi.org/10.1364/ol.474775openalex-snapshot
Deep-learning-assisted linearization for the broadband photonic scanning channelized receiver
inferred← citeshttps://doi.org/10.1364/ol.483392openalex-snapshot
Photonic-assisted multiple microwave frequency measurement with improved robustness
inferred← citeshttps://doi.org/10.3390/photonics10070847openalex-snapshot
Photonic-Assisted Microwave Frequency Measurement Using High Q-Factor Microdisk with High Accuracy
inferred← citeshttps://doi.org/10.3390/photonics10101110openalex-snapshot
Microwave Photonic Filters and Applications
inferred← citeshttps://doi.org/10.3390/photonics12010001openalex-snapshot
Photonic-Assisted Multi-Tone Microwave Frequency Measurement Based on Pulse Identification
inferred← citeshttps://doi.org/10.3390/photonics9110794openalex-snapshot
Adaptive Linearization for the Sub-Nyquist Photonic Receiver Based on Deep Learning
inferred← citeshttps://doi.org/10.3390/rs16234358openalex-snapshot
A Real-Time Signal Measurement System Using FPGA-Based Deep Learning Accelerators and Microwave Photonic
inferred← citeshttps://doi.org/10.3390/s25123611openalex-snapshot
Recent Advances in Multitone Microwave Frequency Measurement
inferred← citeshttps://doi.org/10.3788/col202119.013901openalex-snapshot
Instantaneous frequency analysis of broadband LFM signals by photonics-assisted equivalent frequency sampling
inferred← citeshttps://doi.org/10.3788/col202624.053902openalex-snapshot
Deep-learning-based angle-of-arrival estimation using microwave photonic down-conversion without calibration
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