Low-Antenna Ultra Wideband Spatial Correlation Analysis in a Forest Environment

Christopher R. Anderson , Haris I. Volos , W. Chris Headley , R. Michael Buehrer
vehicular technology conference 1 -5

5
2009
Deep Reinforcement Learning for Dynamic Spectrum Access in Wireless Networks

Y. Xu , J. Yu , W.C. Headley , R.M. Buehrer
military communications conference 207 -212

30
2018
Decoupling RNN training and testing observation intervals for spectrum sensing applications

Megan O Moore , R Michael Buehrer , William Chris Headley
Sensors 22 ( 13) 4706 -4706

4
2022
Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments

Kemal Davaslioglu , Yalin E. Sagduyu , William C. Headley , Yi Shi
arXiv: Networking and Internet Architecture

73
2019
When Wireless Security Meets Machine Learning: Motivation, Challenges, and Research Directions

Tugba Erpek , Yalin E. Sagduyu , Zhuo Lu , William C. Headley
arXiv: Networking and Internet Architecture

34
2020
Training Data Augmentation for Deep Learning Radio Frequency Systems.

Alan J. Michaels , William C. Headley , Steven Hauser , William H. Clark
arXiv: Learning

14
2020
FPGA Implementation of a Pseudo-Random Signal Generator for RF Hardware Test and Evaluation

Harpreet S. Dhillon , William C. Headley , Devin Ridge , Randeep S. Baweja
international performance computing and communications conference 1 -7

2020
When is Enough Enough? "Just Enough" Decision Making with Recurrent Neural Networks for Radio Frequency Machine Learning

William C. Headley , William H. Clark , Megan Moore , R. Michael Buehrer
international performance computing and communications conference 1 -7

1
2020
Investigating a spectral deception loss metric for training machine learning-based evasion attacks

Matthew DelVecchio , Vanessa Arndorfer , William C. Headley
workshop on wireless security 43 -48

2020
Asynchronous SNR estimation of PSK/QAM modulated signals in flat-fading channels

William C. Headley , Claudio R.C.M. da Silva
military communications conference 2373 -2377

2009
Implementation of an actor framework for a ground station

Paul David , Seth Hitefield , Zach Leffke , William C. Headley
ieee aerospace conference 1 -8

1
2016
Link adaptation for mitigating Earth-to-Space propagation effects on the NASA SCaN testbed

Deirdre K. Kilcoyne , Sonya A. Rowe , William C. Headley , Dale J. Mortensen
ieee aerospace conference 1 -9

2
2016
Estimation of transmitter I/Q imbalance using convolutional neural networks

Lauren J. Wong , William C. Headley , Alan J. Michaels
ieee annual computing and communication workshop and conference 948 -955

5
2018
Asynchronous Classification of Digital Amplitude-Phase Modulated Signals in Flat-Fading Channels

William C. Headley , Claudio R. C. M. da Silva
IEEE Transactions on Communications 59 ( 1) 7 -12

56
2011
Enhanced PHY-layer security via co-channel underlays

Alan J. Michaels , William C. Headley , Joseph M. Ernst , Seth D. Hitefield
international performance computing and communications conference 1 -6

2016
Exploiting Radio Correlation and Reliability Information in Collaborative Spectrum Sensing

William C. Headley , V. Gautham Chavali , Claudio R. C. M. da Silva
IEEE Communications Letters 15 ( 8) 825 -827

10
2011
Resilience Improvements for Space-Based Radio Frequency Machine Learning

Alan J. Michaels , Lauren J. Wong , Emily Altland , Joshua Detwiler
international symposium on networks computers and communications 1 -5

2020
Effects of Forward Error Correction on Communications Aware Evasion Attacks

Matthew DelVecchio , Bryse Flowers , William C. Headley
2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications 1 -7

5
2020
On the Limitations of Targeted Adversarial Evasion Attacks Against Deep Learning Enabled Modulation Recognition

Samuel Bair , Matthew DelVecchio , Bryse Flowers , Alan J. Michaels
workshop on wireless security 25 -30

25
2019
Signal detection effects on deep neural networks utilizing raw IQ for modulation classification

Steven C. Hauser , William C. Headley , Alan J. Michaels
military communications conference 121 -127

52
2017