William C. Headley

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 37

Top Topics

Spectral Estimation

Radio Frequency

Fpga Implementation

Wireless Communication

Top Venues

Publications

Daniel Rosen, Illa Rochez, Caleb McIrvin, Joshua Lee, Kevin D'Alessandro, Max Wiecek, Nhan Hoang, Ramzy Saffarini, Sam Philips, Vanessa Jones, Will Ivey, Zavier Harris-Smart, Zavion Harris-Smart, Zayden Chin, Amos Johnson, Alyse M. Jones, William C. Headley
RFRL Gym: A Reinforcement Learning Testbed for Cognitive Radio Applications. CoRR (2024)
Megan O. Moore, R. Michael Buehrer, William C. Headley
Time-Diverse Doppler-only LEO PNT. MILCOM (2023)
Daniel Rosen, Illa Rochez, Caleb McIrvin, Joshua Lee, Kevin D'Alessandro, Max Wiecek, Nhan Hoang, Ramzy Saffarini, Sam Philips, Vanessa Jones, Will Ivey, Zavier Harris-Smart, Zavion Harris-Smart, Zayden Chin, Amos Johnson, Alyse M. Jones, William C. Headley
RFRL Gym: A Reinforcement Learning Testbed for Cognitive Radio Applications. ICMLA (2023)
Anders M. Buvarp, Daniel J. Jakubisin, William C. Headley, Jeffrey H. Reed
Probability-Reduction of Geolocation using Reconfigurable Intelligent Surface Reflections. WCNC (2023)
Alyse M. Jones, Amos Johnson, William C. Headley
Demoing the RFRL Gym: A Reinforcement Learning Testbed for Wireless Communications. MILCOM (2023)
Minh A. Vu, William C. Headley, Kevin P. Heaslip
A Comparative Overview of Automotive Radar Spoofing Countermeasures. CSR (2022)
Alyse M. Jones, William C. Headley
Considerations of Reinforcement Learning within Real-Time Wireless Communication Systems. MILCOM (2022)
Kyle W. McClintick, Jacob Harer, Bryse Flowers, William C. Headley, Alexander M. Wyglinski
Countering Physical Eavesdropper Evasion with Adversarial Training. IEEE Open J. Commun. Soc. 3 (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)
M. R. Williamson, William C. Headley, William H. Clark, Joey McCollum, Thomas Krauss, L. Lusk, D. Jenkins, T. Villemez, Megan Moore, Daniel J. Jakubisin, A. Poetter, Alan J. Michaels, A. A. Louis Beex, Joseph D. Gaeddert
Multi-Antenna Pre-processing for Improved RFML in Congested Spectral Environments. DySPAN (2021)
Richard Lau, Lihan Yao, Todd Huster, William Johnson, Stephen Arleth, Justin Wong, Devin Ridge, Michael Fletcher, William C. Headley
Scaled-Time-Attention Robust Edge Network. CoRR (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)
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)
William H. Clark IV, Steven C. Hauser, William C. Headley, Alan J. Michaels
Training Data Augmentation for Deep Learning RF Systems. CoRR (2020)
Matthew DelVecchio, Vanessa Arndorfer, William C. Headley
Investigating a spectral deception loss metric for training machine learning-based evasion attacks. WiseML@WiSec (2020)
Randeep S. Baweja, Devin Ridge, Harpreet S. Dhillon, William C. Headley
FPGA Implementation of a Pseudo-Random Signal Generator for RF Hardware Test and Evaluation. IPCCC (2020)
Bryse Flowers, R. Michael Buehrer, William C. Headley
Evaluating Adversarial Evasion Attacks in the Context of Wireless Communications. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Yalin E. Sagduyu, Yi Shi, Tugba Erpek, William C. Headley, Bryse Flowers, George Stantchev, Zhuo Lu
When Wireless Security Meets Machine Learning: Motivation, Challenges, and Research Directions. CoRR (2020)
Matthew DelVecchio, Bryse Flowers, William C. Headley
Effects of Forward Error Correction on Communications Aware Evasion Attacks. PIMRC (2020)
Matthew DelVecchio, Vanessa Arndorfer, William C. Headley
Investigating a Spectral Deception Loss Metric for Training Machine Learning-based Evasion Attacks. CoRR (2020)
Matthew DelVecchio, Bryse Flowers, William C. Headley
Effects of Forward Error Correction on Communications Aware Evasion Attacks. CoRR (2020)
Megan Moore, William H. Clark, R. Michael Buehrer, William C. Headley
When is Enough Enough? "Just Enough" Decision Making with Recurrent Neural Networks for Radio Frequency Machine Learning. IPCCC (2020)
Bryse Flowers, R. Michael Buehrer, William C. Headley
Evaluating Adversarial Evasion Attacks in the Context of Wireless Communications. CoRR (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)
Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu, William C. Headley, Michael Fowler, Gilbert Green
Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments. CoRR (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)
Parker D. White, R. Michael Buehrer, William C. Headley
FHSS Signal Separation using Constrained Clustering. MILCOM (2019)
Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu, William C. Headley, Michael Fowler, Gilbert Green
Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments. DySPAN (2019)
Samuel Bair, Matthew DelVecchio, Bryse Flowers, Alan J. Michaels, William C. Headley
On the Limitations of Targeted Adversarial Evasion Attacks Against Deep Learning Enabled Modulation Recognition. WiseML@WiSec (2019)
Bryse Flowers, R. Michael Buehrer, William C. Headley
Communications Aware Adversarial Residual Networks for over the Air Evasion Attacks. 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)
Yue Xu, Jianyuan Yu, William C. Headley, R. Michael Buehrer
Deep Reinforcement Learning for Dynamic Spectrum Access in Wireless Networks. MILCOM (2018)
Lauren J. Wong, William C. Headley, Alan J. Michaels
Estimation of transmitter I/Q imbalance using convolutional neural networks. CCWC (2018)
Steven C. Hauser, William C. Headley, Alan J. Michaels
Signal detection effects on deep neural networks utilizing raw IQ for modulation classification. MILCOM (2017)
Joel T. Kees, Joseph M. Ernst, William C. Headley, A. A. Louis Beex
Robust blind spectral estimation in the presence of non-Gaussian noise. MILCOM (2017)
Alan J. Michaels, William C. Headley, Joseph M. Ernst, Seth D. Hitefield
Enhanced PHY-layer security via co-channel underlays. IPCCC (2016)
Seyed Amir Hoseinitabatabaei, Alexander Gluhak, Rahim Tafazolli, William C. Headley
Design, Realization, and Evaluation of uDirect-An Approach for Pervasive Observation of User Facing Direction on Mobile Phones. IEEE Trans. Mob. Comput. 13 (9) (2014)
Stephen M. Dudley, William C. Headley, Marc Lichtman, Eyosias Yoseph Imana, Xiaofu Ma, Mahi Abdelbar, Aditya V. Padaki, Abid Ullah, Munawwar M. Sohul, Taeyoung Yang, Jeffrey H. Reed
Practical Issues for Spectrum Management With Cognitive Radios. Proc. IEEE 102 (3) (2014)
Marc Lichtman, William C. Headley, Jeffrey H. Reed
Automatic Modulation Classification under IQ Imbalance Using Supervised Learning. MILCOM (2013)
William C. Headley, V. Gautham Chavali, Claudio R. C. M. da Silva
Maximum-likelihood modulation classification with incomplete channel information. ITA (2013)
Michele Nati, Alexander Gluhak, Hamidreza Abangar, William C. Headley
SmartCampus: A user-centric testbed for Internet of Things experimentation. WPMC (2013)
William C. Headley, V. Gautham Chavali, Claudio R. C. M. da Silva
Exploiting Radio Correlation and Reliability Information in Collaborative Spectrum Sensing. IEEE Commun. Lett. 15 (8) (2011)
William C. Headley, Claudio R. C. M. da Silva
Asynchronous Classification of Digital Amplitude-Phase Modulated Signals in Flat-Fading Channels. IEEE Trans. Commun. 59 (1) (2011)
Christopher Robert Anderson, Haris Ioannis Volos, William C. Headley, R. Michael Buehrer, Francisco C. B. F. Müller
Low-Antenna Ultra Wideband Spatial Correlation Analysis in a Forest Environment. VTC Spring (2009)
William C. Headley, Jesse D. Reed, Claudio R. C. M. da Silva
Distributed Cyclic Spectrum Feature-Based Modulation Classification. WCNC (2008)
Christopher Robert Anderson, Haris Ioannis Volos, William C. Headley, Francisco C. B. F. Müller, R. Michael Buehrer
Low Antenna Ultra Wideband Propagation Measurements and Modeling in a Forest Environment. WCNC (2008)
Haris Ioannis Volos, Christopher Robert Anderson, William C. Headley, R. Michael Buehrer, Claudio R. C. M. da Silva, Antonio Nieto
Preliminary UWB Propagation Measurements in an Underground Limestone Mine. GLOBECOM (2007)