| An rfml ecosystem: Considerations for the application of deep learning to spectrum situational awareness LJ Wong, WH Clark, B Flowers, RM Buehrer, WC Headley, AJ Michaels IEEE Open Journal of the Communications Society 2, 2243-2264, 2021 | 46* | 2021 |
| Training data augmentation for deep learning radio frequency systems WH Clark IV, S Hauser, WC Headley, AJ Michaels The Journal of Defense Modeling and Simulation, 2021 | 27 | 2021 |
| Analysis of modulated signals for direction finding using time modulated arrays A O'Donnell, W Clark, J Ernst, R McGwier 2016 IEEE Radar Conference (RadarConf), 1-5, 2016 | 15 | 2016 |
| Developing RFML Intuition: An Automatic Modulation Classification Architecture Case Study WH Clark IV, V Arndorfer, B Tamir, D Kim, C Vives, H Morris, L Wong, ... MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM), 292-298, 2019 | 14 | 2019 |
| Efficient waveform spectrum aggregation for algorithm verification and validation WH Clark GRCon 2016, 2016 | 11 | 2016 |
| A Real-World Dataset Generator for Specific Emitter Identification BP Muller, LJ Wong, WH Clark IV, AJ Michaels IEEE Access, 2023 | 5 | 2023 |
| Quantifying Dataset Quality in Radio Frequency Machine Learning WH Clark, AJ Michaels MILCOM 2021-2021 IEEE Military Communications Conference (MILCOM), 384-389, 2021 | 5 | 2021 |
| Multi-Antenna Pre-processing for Improved RFML in Congested Spectral Environments MR Williamson, WC Headley, WH Clark, J McCollum, T Krauss, L Lusk, ... 2021 IEEE International Symposium on Dynamic Spectrum Access Networks …, 2021 | 4 | 2021 |
| When is Enough Enough? "Just Enough" Decision Making with Recurrent Neural Networks for Radio Frequency Machine Learning M Moore, WH Clark IV, RM Buehrer, WC Headley arXiv preprint arXiv:2010.06352, 2020 | 4 | 2020 |
| Quantifying and Extrapolating Data Needs in Radio Frequency Machine Learning WH Clark IV, AJ Michaels arXiv preprint arXiv:2205.03703, 2022 | 3 | 2022 |
| Blind Comprehension of Waveforms through Statistical Observations WH Clark IV | 2 | 2015 |
| Utilizing Spectral Level Crossings: An Example Signal-to-Noise Ratio Estimator WH Clark IV, JM Ernst, RW McGwier 2018 IEEE 39th Sarnoff Symposium, 1-6, 2018 | | 2018 |
| Automatic Modulation Classification using a Waveform Signature WH Clark IV, JM Ernst, RW McGwier WInnComm 2016, 2016 | | 2016 |
Alan MichaelsVirginia Tech National Security Institute在 vt.edu 的电子邮件经过验证
