| Data-driven deep learning for automatic modulation recognition in cognitive radios Y Wang, M Liu, J Yang, G Gui IEEE Transactions on Vehicular Technology 68 (4), 4074-4077, 2019 | 775 | 2019 |
| Large-scale real-world radio signal recognition with deep learning TU Ya, LIN Yun, ZHA Haoran, W Yu, GUI Guan, MAO Shiwen Chinese Journal of Aeronautics 35 (9), 35-48, 2022 | 312 | 2022 |
| LightAMC: Lightweight automatic modulation classification via deep learning and compressive sensing Y Wang, J Yang, M Liu, G Gui IEEE Transactions on Vehicular Technology 69 (3), 3491-3495, 2020 | 289 | 2020 |
| An efficient specific emitter identification method based on complex-valued neural networks and network compression Y Wang, G Gui, H Gacanin, T Ohtsuki, OA Dobre, HV Poor IEEE Journal on Selected Areas in Communications 39 (8), 2305-2317, 2021 | 283 | 2021 |
| Deep learning-based cooperative automatic modulation classification method for MIMO systems Y Wang, J Wang, W Zhang, J Yang, G Gui Ieee transactions on vehicular technology 69 (4), 4575-4579, 2020 | 151 | 2020 |
| Few-shot specific emitter identification via deep metric ensemble learning Y Wang, G Gui, Y Lin, HC Wu, C Yuen, F Adachi IEEE Internet of Things Journal 9 (24), 24980-24994, 2022 | 140 | 2022 |
| Multi-task learning for generalized automatic modulation classification under non-Gaussian noise with varying SNR conditions Y Wang, G Gui, T Ohtsuki, F Adachi IEEE Transactions on Wireless Communications 20 (6), 3587-3596, 2021 | 140 | 2021 |
| Deep learning-based classification methods for remote sensing images in urban built-up areas W Li, H Liu, Y Wang, Z Li, Y Jia, G Gui Ieee Access 7, 36274-36284, 2019 | 139 | 2019 |
| Overcoming data limitations: A few-shot specific emitter identification method using self-supervised learning and adversarial augmentation C Liu, X Fu, Y Wang, L Guo, Y Liu, Y Lin, H Zhao, G Gui IEEE Transactions on Information Forensics and Security 19, 500-513, 2023 | 132 | 2023 |
| Blind channel identification aided generalized automatic modulation recognition based on deep learning H Gu, Y Wang, S Hong, G Gui IEEE Access 7, 110722-110729, 2019 | 129 | 2019 |
| Classification of high-spatial-resolution remote sensing scenes method using transfer learning and deep convolutional neural network W Li, Z Wang, Y Wang, J Wu, J Wang, Y Jia, G Gui IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020 | 127 | 2020 |
| Transfer learning for semi-supervised automatic modulation classification in ZF-MIMO systems Y Wang, G Gui, H Gacanin, T Ohtsuki, H Sari, F Adachi IEEE Journal on Emerging and Selected Topics in Circuits and Systems 10 (2 …, 2020 | 117 | 2020 |
| Deep learning-based signal modulation identification in OFDM systems S Hong, Y Zhang, Y Wang, H Gu, G Gui, H Sari IEEE Access 7, 114631-114638, 2019 | 117 | 2019 |
| Federated learning for automatic modulation classification under class imbalance and varying noise condition Y Wang, G Gui, H Gacanin, B Adebisi, H Sari, F Adachi IEEE Transactions on Cognitive Communications and Networking 8 (1), 86-96, 2021 | 113 | 2021 |
| Automatic modulation classification for MIMO systems via deep learning and zero-forcing equalization Y Wang, J Gui, Y Yin, J Wang, J Sun, G Gui, H Gacanin, H Sari, F Adachi IEEE transactions on vehicular technology 69 (5), 5688-5692, 2020 | 100 | 2020 |
| Few-shot specific emitter identification using asymmetric masked auto-encoder Z Yao, X Fu, L Guo, Y Wang, Y Lin, S Shi, G Gui IEEE Communications Letters 27 (10), 2657-2661, 2023 | 96 | 2023 |
| Radio frequency fingerprint identification based on slice integration cooperation and heat constellation trace figure Y Peng, P Liu, Y Wang, G Gui, B Adebisi, H Gacanin IEEE Wireless Communications Letters 11 (3), 543-547, 2021 | 92 | 2021 |
| Lightweight automatic modulation classification based on decentralized learning X Fu, G Gui, Y Wang, T Ohtsuki, B Adebisi, H Gacanin, F Adachi IEEE Transactions on Cognitive Communications and Networking 8 (1), 57-70, 2021 | 88 | 2021 |
| Distributed learning for automatic modulation classification in edge devices Y Wang, L Guo, Y Zhao, J Yang, B Adebisi, H Gacanin, G Gui IEEE Wireless Communications Letters 9 (12), 2177-2181, 2020 | 87 | 2020 |
| Deep learning-based automatic modulation recognition method in the presence of phase offset J Shi, S Hong, C Cai, Y Wang, H Huang, G Gui IEEE Access 8, 42841-42847, 2020 | 86 | 2020 |
