Deep learning assisted calibrated beam training for millimeter-wave communication systems K Ma, D He, H Sun, Z Wang, S Chen IEEE Transactions on Communications 69 (10), 6706-6721, 2021 | 57 | 2021 |
Deep learning for mmWave beam-management: State-of-the-art, opportunities and challenges K Ma, Z Wang, W Tian, S Chen, L Hanzo IEEE Wireless Communications, 2022 | 31* | 2022 |
Deep learning assisted beam prediction using out-of-band information K Ma, P Zhao, Z Wang 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring), 1-5, 2020 | 26 | 2020 |
Deep learning assisted mmwave beam prediction for heterogeneous networks: A dual-band fusion approach K Ma, S Du, H Zou, W Tian, Z Wang, S Chen IEEE Transactions on Communications 71 (1), 115-130, 2022 | 22 | 2022 |
Deep learning assisted mmWave beam prediction with prior low-frequency information K Ma, D He, H Sun, Z Wang ICC 2021-IEEE International Conference on Communications, 1-6, 2021 | 18 | 2021 |
Virtual angular-domain channel estimation for FDD based massive MIMO systems with partial orthogonal pilot design P Zhao, K Ma, Z Wang, S Chen IEEE Transactions on Vehicular Technology 69 (5), 5164-5178, 2020 | 18 | 2020 |
Continuous-time mmWave beam prediction with ODE-LSTM learning architecture K Ma, F Zhang, W Tian, Z Wang IEEE Wireless Communications Letters 12 (1), 187-191, 2022 | 8 | 2022 |
Three-dimensional visible light positioning using regression neural network P Liu, T Mao, K Ma, J Chen, Z Wang 2019 15th International Wireless Communications & Mobile Computing …, 2019 | 7 | 2019 |
Deep learning assisted adaptive mmWave beam tracking: A sum-probability oriented methodology K Ma, H Zou, C Sun, Z Wang GLOBECOM 2022-2022 IEEE Global Communications Conference, 573-578, 2022 | 4 | 2022 |
Improving the performance of R17 Type-II codebook with deep learning K Ma, Y Sang, Y Ming, J Lian, C Tian, Z Wang GLOBECOM 2023-2023 IEEE Global Communications Conference, 4823-4828, 2023 | 3 | 2023 |
Deep Learning Empowered CSI Acquisition and Feedback for B5G Wireless Systems K Ma, Y Sang, Y Ming, J Lian, C Tian, Z Wang IEEE Transactions on Communications, 2024 | 2* | 2024 |
Block-Dominant Compressed Sensing for Near-Field Communications: Fundamentals, Solutions and Future Directions L Lu, K Ma, Z Wang arXiv preprint arXiv:2403.12369, 2024 | 1 | 2024 |
Loss Function Fusion for Learning Based CSI Extrapolation Enhancement L Yao, K Ma, Y Ming, Z Wang IEEE Wireless Communications Letters, 2024 | | 2024 |
TypeII-CsiNet: CSI Feedback with TypeII Codebook Y Sang, K Ma, Y Ming, J Lian, Z Wang arXiv preprint arXiv:2405.12569, 2024 | | 2024 |
Efficient Power Allocation in Coded MIMO Systems H Wu, K Ma, Y Ming, Z Sha, Z Wang 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring), 1-5, 2023 | | 2023 |