Ke Ma

26 papers B 3Journal 19Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Continuous-Time Transformer-Based Channel Prediction With Non-Uniform Pilot Pattern.
IEEE Trans. Wirel. Commun.
Yiliang Sang, Ke Ma, Lebin Yao, Pengyu Wang, Zhaocheng Wang, Zhu Han, Sheng Chen
2025 J jnl
Deep Learning Assisted mmWave Beam Prediction With Flexible Network Architecture.
IEEE Trans. Wirel. Commun.
Pengyu Wang, Ke Ma, Yingshuang Bai, Chen Sun, Zhaocheng Wang
2025 J jnl
Dual-Band Super-Resolution Channel Prediction in High-Mobility MIMO Systems.
IEEE Trans. Commun.
Yiliang Sang, Ke Ma, Zhaocheng Wang, Sheng Chen
2025 J jnl
Dual-Cascaded Multi-Task Learning for Mobility Management in mmWave Wireless Systems.
IEEE Wirel. Commun. Lett.
Yiliang Sang, Yingshuang Bai, Ke Ma, Chen Sun, Pengyu Wang, Lebin Yao, Zhaocheng Wang
2025 J jnl
Near-Field Communications with Block-Dominant Compressed Sensing: Fundamentals, Approaches, and Future Directions.
IEEE Commun. Mag.
Liyang Lu, Ke Ma, Yue Wang, Zhaocheng Wang
2025 J jnl
Robust Multimodal Beam Prediction With Missing Modality.
IEEE Wirel. Commun. Lett.
Lebin Yao, Ke Ma, Pengyu Wang, Yiliang Sang, Zhaocheng Wang
2024 J jnl
Deep Learning Empowered CSI Acquisition and Feedback for B5G Wireless Systems.
IEEE Trans. Commun.
Ke Ma, Yiliang Sang, Yang Ming, Jin Lian, Chang Tian, Zhaocheng Wang
2024 J jnl
Loss Function Fusion for Learning-Based CSI Extrapolation Enhancement.
IEEE Wirel. Commun. Lett.
Lebin Yao, Ke Ma, Yang Ming, Zhaocheng Wang
2024 J jnl
MmWave Beam Prediction Under Hand Blockage.
IEEE Wirel. Commun. Lett.
Pengyu Wang, Chen Sun, Ke Ma, Yingshuang Bai, Zhaocheng Wang
2024 — conf
TypeII-CsiNet: CSI Feedback with TypeII Codebook.
ICC
Yiliang Sang, Ke Ma, Yang Ming, Jin Lian, Zhaocheng Wang
2024 J jnl
Wireless Interference Recognition With Multimodal Learning.
IEEE Trans. Wirel. Commun.
Pengyu Wang, Ke Ma, Yingshuang Bai, Chen Sun, Zhaocheng Wang, Sheng Chen
2023 J jnl
Continuous-Time mmWave Beam Prediction With ODE-LSTM Learning Architecture.
IEEE Wirel. Commun. Lett.
Ke Ma, Fan Zhang, Wenqiang Tian, Zhaocheng Wang
2023 J jnl
Deep Learning Assisted mmWave Beam Prediction for Heterogeneous Networks: A Dual-Band Fusion Approach.
IEEE Trans. Commun.
Ke Ma, Shouliang Du, Haoming Zou, Wenqiang Tian, Zhaocheng Wang, Sheng Chen
2023 J jnl
Deep Learning Empowered Type-II Codebook: New Paradigm for Enhancing CSI Feedback.
CoRR
Ke Ma, Yiliang Sang, Yang Ming, Jin Lian, Chang Tian, Zhaocheng Wang
2023 J jnl
Deep Learning for mmWave Beam-Management: State-of-the-Art, Opportunities and Challenges.
IEEE Wirel. Commun.
Ke Ma, Zhaocheng Wang, Wenqiang Tian, Sheng Chen, Lajos Hanzo
2023 — conf
Efficient Power Allocation in Coded MIMO Systems.
VTC2023-Spring
Haochen Wu, Ke Ma, Yang Ming, Ziyuan Sha, Zhaocheng Wang
2023 B conf
Improving the Performance of R17 Type-II Codebook with Deep Learning.
GLOBECOM
Ke Ma, Yiliang Sang, Yang Ming, Jin Lian, Chang Tian, Zhaocheng Wang
2023 J jnl
Improving the Performance of R17 Type-II Codebook with Deep Learning.
CoRR
Ke Ma, Yiliang Sang, Yang Ming, Jin Lian, Chang Tian, Zhaocheng Wang
2022 B conf
Deep Learning Assisted Adaptive mmWave Beam Tracking: A Sum-Probability Oriented Methodology.
GLOBECOM
Ke Ma, Haoming Zou, Chen Sun, Zhaocheng Wang
2021 J jnl
Deep Learning Assisted Calibrated Beam Training for Millimeter-Wave Communication Systems.
CoRR
Ke Ma, Dongxuan He, Hancun Sun, Zhaocheng Wang, Sheng Chen
2021 J jnl
Deep Learning Assisted Calibrated Beam Training for Millimeter-Wave Communication Systems.
IEEE Trans. Commun.
Ke Ma, Dongxuan He, Hancun Sun, Zhaocheng Wang, Sheng Chen
2021 — conf
Deep Learning Assisted mmWave Beam Prediction with Prior Low-frequency Information.
ICC
Ke Ma, Dongxuan He, Hancun Sun, Zhaocheng Wang
2021 J jnl
Deep Learning for Beam Management: Opportunities, State-of-the-Arts and Challenges.
CoRR
Ke Ma, Zhaocheng Wang, Wenqiang Tian, Sheng Chen, Lajos Hanzo
2020 — conf
Deep Learning Assisted Beam Prediction Using Out-of-Band Information.
VTC Spring
Ke Ma, Peiyao Zhao, Zhaocheng Wang
2020 J jnl
Virtual Angular-Domain Channel Estimation for FDD Based Massive MIMO Systems With Partial Orthogonal Pilot Design.
IEEE Trans. Veh. Technol.
Peiyao Zhao, Ke Ma, Zhaocheng Wang, Sheng Chen
2019 B conf
Three-Dimensional Visible Light Positioning Using Regression Neural Network.
IWCMC
Peixi Liu, Tianqi Mao, Ke Ma, Jiaxuan Chen, Zhaocheng Wang