Machine learning for wireless communications in the Internet of Things: A comprehensive survey J Jagannath, N Polosky, A Jagannath, F Restuccia, T Melodia Ad Hoc Networks 93, 101913, 2019 | 251 | 2019 |
Redefining wireless communication for 6G: Signal processing meets deep learning with deep unfolding A Jagannath, J Jagannath, T Melodia IEEE Transactions on Artificial Intelligence 2 (6), 528-536, 2021 | 94 | 2021 |
Intelligent zero trust architecture for 5G/6G networks: Principles, challenges, and the role of machine learning in the context of O-RAN K Ramezanpour, J Jagannath Computer Networks 217, 109358, 2022 | 88* | 2022 |
A comprehensive survey on radio frequency (rf) fingerprinting: Traditional approaches, deep learning, and open challenges A Jagannath, J Jagannath, PSPV Kumar Computer Networks 219, 109455, 2022 | 77 | 2022 |
Artificial neural network based automatic modulation classification over a software defined radio testbed J Jagannath, N Polosky, D O'Connor, LN Theagarajan, B Sheaffer, ... 2018 IEEE International Conference on Communications (ICC), 1-6, 2018 | 68 | 2018 |
Machine learning for future wireless communications FL Luo John Wiley & Sons, 2020 | 65 | 2020 |
LANET: Visible-light ad hoc networks N Cen, J Jagannath, S Moretti, Z Guan, T Melodia Ad Hoc Networks 84, 107-123, 2019 | 53 | 2019 |
Security and privacy vulnerabilities of 5G/6G and WiFi 6: Survey and research directions from a coexistence perspective K Ramezanpour, J Jagannath, A Jagannath Computer Networks 221, 109515, 2023 | 30 | 2023 |
Multi-task learning approach for automatic modulation and wireless signal classification A Jagannath, J Jagannath ICC 2021-IEEE International Conference on Communications, 1-7, 2021 | 28 | 2021 |
Digital twin virtualization with machine learning for IoT and beyond 5G networks: Research directions for security and optimal control J Jagannath, K Ramezanpour, A Jagannath Proceedings of the 2022 ACM workshop on wireless security and machine …, 2022 | 27 | 2022 |
Design and experimental evaluation of a cross-layer deadline-based joint routing and spectrum allocation algorithm J Jagannath, S Furman, T Melodia, A Drozd IEEE Transactions on Mobile Computing 18 (8), 1774-1788, 2018 | 27 | 2018 |
Distributed asynchronous modulation classification based on hybrid maximum likelihood approach T Wimalajeewa, J Jagannath, PK Varshney, A Drozd, W Su MILCOM 2015-2015 IEEE Military Communications Conference, 1519-1523, 2015 | 27 | 2015 |
HELPER: Heterogeneous Efficient Low Power Radio for enabling ad hoc emergency public safety networks J Jagannath, S Furman, A Jagannath, L Ling, A Burger, A Drozd Ad Hoc Networks 89, 218-235, 2019 | 26 | 2019 |
Framework for Automatic Signal Classification Techniques (FACT) for Software Defined Radios J Jagannath, HM Saarinen, AL Drozd | 26 | 2015 |
Deep learning and reinforcement learning for autonomous unmanned aerial systems: Roadmap for theory to deployment J Jagannath, A Jagannath, S Furman, T Gwin Deep Learning for Unmanned Systems, 25-82, 2021 | 21 | 2021 |
Neural networks for signal intelligence: Theory and practice J Jagannath, N Polosky, A Jagannath, F Restuccia, T Melodia Machine Learning for Future Wireless Communications, 243-264, 2020 | 20 | 2020 |
A hybrid MAC protocol with channel-dependent optimized scheduling for clustered underwater acoustic sensor networks J Jagannath, A Saji, H Kulhandjian, Y Sun, E Demirors, T Melodia Proceedings of the 8th International Conference on Underwater Networks …, 2013 | 20 | 2013 |
Design and evaluation of hierarchical hybrid automatic modulation classifier using software defined radios J Jagannath, D O'Connor, N Polosky, B Sheaffer, S Foulke, ... 2017 IEEE 7th Annual Computing and Communication Workshop and Conference …, 2017 | 18 | 2017 |
Multi-task learning approach for modulation and wireless signal classification for 5G and beyond: Edge deployment via model compression A Jagannath, J Jagannath Physical Communication 54, 101793, 2022 | 16 | 2022 |
Vl-route: A cross-layer routing protocol for visible light ad hoc network J Jagannath, T Melodia 2019 IEEE 20th International Symposium on" A World of Wireless, Mobile and …, 2019 | 16 | 2019 |