William C. Headley

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

Yi Shi, Kemal Davaslıoğlu, Yalin E. Sagduyu et al. · 2019 · 109 citations

Convolutional Neural Network, Engineering, Machine Learning +16

SmartCampus: A user-centric testbed for Internet of Things experimentation

Michele Nati, Alexander Gluhak, Hamidreza Abangar et al. · View · 2013 · 79 citations

Current Testbed Deployment, Engineering, Web Of Thing +18

Clustering Learned CNN Features from Raw I/Q Data for Emitter Identification

Lauren J. Wong, William C. Headley, Seth Andrews et al. · 2018 · 74 citations

Convolutional Neural Network, Engineering, Machine Learning +18

Distributed Cyclic Spectrum Feature-Based Modulation Classification

William C. Headley, Jesse D. Reed, Claudio R. C. M. da Silva · 2008 · 68 citations

Dynamic Spectrum Management, Cognitive Radio Resource Management, Automatic Modulation Classification +15

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

Samuel Bair, Matthew DelVecchio, Bryse Flowers et al. · 2019 · 62 citations

Wireless Communications, Engineering, Machine Learning +11