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Chang Liu
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Deep CM-CNN for spectrum sensing in cognitive radio
C Liu, J Wang, X Liu, YC Liang
IEEE Journal on Selected Areas in Communications 37 (10), 2306-2321, 2019
2302019
Deep residual learning for channel estimation in intelligent reflecting surface-assisted multi-user communications
C Liu, X Liu, DWK Ng, J Yuan
IEEE Transactions on Wireless Communications 21 (2), 898-912, 2021
2032021
Robust and secure sum-rate maximization for multiuser MISO downlink systems with self-sustainable IRS
S Hu, Z Wei, Y Cai, C Liu, DWK Ng, J Yuan
IEEE Transactions on Communications 69 (10), 7032-7049, 2021
1822021
Deep learning-based spectrum sensing in cognitive radio: A CNN-LSTM approach
J Xie, J Fang, C Liu, X Li
IEEE Communications Letters 24 (10), 2196-2200, 2020
1352020
Deep transfer learning for signal detection in ambient backscatter communications
C Liu, Z Wei, DWK Ng, J Yuan, YC Liang
IEEE Transactions on Wireless Communications 20 (3), 1624-1638, 2020
1092020
Activity pattern aware spectrum sensing: A CNN-based deep learning approach
J Xie, C Liu, YC Liang, J Fang
IEEE Communications Letters 23 (6), 1025-1028, 2019
992019
Learning-based predictive beamforming for integrated sensing and communication in vehicular networks
C Liu, W Yuan, S Li, X Liu, H Li, DWK Ng, Y Li
IEEE Journal on Selected Areas in Communications 40 (8), 2317-2334, 2022
882022
A novel ISAC transmission framework based on spatially-spread orthogonal time frequency space modulation
S Li, W Yuan, C Liu, Z Wei, J Yuan, B Bai, DWK Ng
IEEE Journal on Selected Areas in Communications 40 (6), 1854-1872, 2022
862022
Learning-based predictive beamforming for UAV communications with jittering
W Yuan, C Liu, F Liu, S Li, DWK Ng
IEEE Wireless Communications Letters 9 (11), 1970-1974, 2020
802020
Location-aware predictive beamforming for UAV communications: A deep learning approach
C Liu, W Yuan, Z Wei, X Liu, DWK Ng
IEEE Wireless Communications Letters 10 (3), 668-672, 2020
622020
Blind energy-based detection for spatial spectrum sensing
C Liu, M Li, ML Jin
IEEE Wireless Communications Letters 4 (1), 98-101, 2014
592014
Unsupervised deep spectrum sensing: A variational auto-encoder based approach
J Xie, J Fang, C Liu, L Yang
IEEE Transactions on Vehicular Technology 69 (5), 5307-5319, 2020
582020
Optimal eigenvalue weighting detection for multi-antenna cognitive radio networks
C Liu, H Li, J Wang, M Jin
IEEE Transactions on Wireless Communications 16 (4), 2083-2096, 2016
552016
Maximum eigenvalue-based goodness-of-fit detection for spectrum sensing in cognitive radio
C Liu, J Wang, X Liu, YC Liang
IEEE Transactions on Vehicular Technology 68 (8), 7747-7760, 2019
532019
Deep residual learning-assisted channel estimation in ambient backscatter communications
X Liu, C Liu, Y Li, B Vucetic, DWK Ng
IEEE Wireless Communications Letters 10 (2), 339-343, 2020
472020
Resource allocation and 3D trajectory design for power-efficient IRS-assisted UAV-NOMA communications
Y Cai, Z Wei, S Hu, C Liu, DWK Ng, J Yuan
IEEE Transactions on Wireless Communications 21 (12), 10315-10334, 2022
422022
Minimum eigenvalue detection for spectrum sensing in cognitive radio
SS Ali, C Liu, M Jin
International Journal of Electrical and Computer Engineering 4 (4), 623, 2014
302014
Deep residual network empowered channel estimation for IRS-assisted multi-user communication systems
C Liu, X Liu, DWK Ng, J Yuan
ICC 2021-IEEE International Conference on Communications, 1-7, 2021
272021
Blind central symmetry-based feature detection for spatial spectrum sensing
C Liu, H Li, M Jin
IEEE Transactions on Vehicular Technology, 1-5, 2016
262016
Maximum eigenvalue‐based target detection for the K‐distributed clutter environment
W Zhao, C Liu, W Liu, M Jin
IET Radar, Sonar & Navigation 12 (11), 1294-1306, 2018
242018
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