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Lauren J. Wong
ORCID
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 14
Top Topics
Convolutional Neural Networks
Discriminant Analysis
Case Study
Transfer Learning
Top Venues
MILCOM
CCWC
IEEE Open J. Commun. Soc.
IEEE Access
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Publications
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Braeden P. Muller
,
Lauren J. Wong
,
William H. Clark
,
Alan J. Michaels
A Real-World Dataset Generator for Specific Emitter Identification.
IEEE Access
11 (2023)
Lauren J. Wong
,
Sean McPherson
,
Alan J. Michaels
Quantifying Raw RF Dataset Similarity for Transfer Learning Applications.
IEEE Open J. Commun. Soc.
3 (2022)
Lauren J. Wong
,
Alan J. Michaels
Transfer Learning for Radio Frequency Machine Learning: A Taxonomy and Survey.
Sensors
22 (4) (2022)
J. B. Persons
,
Lauren J. Wong
,
Megan O. Moore
,
William C. Headley
,
Michael Fowler
Classification of Radio Signals Using Truncated Gaussian Discriminant Analysis of Convolutional Neural Network-Derived Features.
MILCOM
(2022)
Lauren J. Wong
,
Sean McPherson
Explainable Neural Network-based Modulation Classification via Concept Bottleneck Models.
CCWC
(2021)
Lauren J. Wong
,
William H. Clark
,
Bryse Flowers
,
R. Michael Buehrer
,
William C. Headley
,
Alan J. Michaels
An RFML Ecosystem: Considerations for the Application of Deep Learning to Spectrum Situational Awareness.
IEEE Open J. Commun. Soc.
2 (2021)
Alan J. Michaels
,
Lauren J. Wong
Multinomial-Based Decision Synthesis of ML Classification Outputs.
MDAI
(2021)
Lauren J. Wong
,
Emily Altland
,
Joshua Detwiler
,
Paolo Fermin
,
Julia Mahon Kuzin
,
Nathan Moeliono
,
Abdelrahman Said Abdalla
,
William C. Headley
,
Alan J. Michaels
Resilience Improvements for Space-Based Radio Frequency Machine Learning.
ISNCC
(2020)
Jason M. McGinthy
,
Lauren J. Wong
,
Alan J. Michaels
Groundwork for Neural Network-Based Specific Emitter Identification Authentication for IoT.
IEEE Internet Things J.
6 (4) (2019)
William H. Clark
,
Vanessa Arndorfer
,
Brook Tamir
,
Daniel Kim
,
Cristian Vives
,
Hunter Morris
,
Lauren J. Wong
,
William C. Headley
Developing RFML Intuition: An Automatic Modulation Classification Architecture Case Study.
MILCOM
(2019)
Lauren J. Wong
,
William C. Headley
,
Alan J. Michaels
Specific Emitter Identification Using Convolutional Neural Network-Based IQ Imbalance Estimators.
IEEE Access
7 (2019)
Lauren J. Wong
,
Parker D. White
,
Michael Fowler
,
William C. Headley
Distributed Automatic Modulation Classification with Compressed Data.
MILCOM
(2019)
Lauren J. Wong
,
William C. Headley
,
Seth Andrews
,
Ryan M. Gerdes
,
Alan J. Michaels
Clustering Learned CNN Features from Raw I/Q Data for Emitter Identification.
MILCOM
(2018)
Lauren J. Wong
,
William C. Headley
,
Alan J. Michaels
Estimation of transmitter I/Q imbalance using convolutional neural networks.
CCWC
(2018)