Select Publications

Journal articles

Hu S; Wei Z; Cai Y; Liu C; Ng DWK; Yuan J, 2021, 'Robust and Secure Sum-Rate Maximization for Multiuser MISO Downlink Systems with Self-Sustainable IRS', IEEE Transactions on Communications, vol. 69, pp. 7032 - 7049, http://dx.doi.org/10.1109/TCOMM.2021.3097140

Liu C; Yuan W; Li S; Liu X; Ng DWK; Li Y, 2021, 'Learning-based Predictive Beamforming for Integrated Sensing and Communication in Vehicular Networks', , http://arxiv.org/abs/2108.11540v1

Liu C; Liu X; Kwan Ng DW; Yuan J, 2021, 'Deep Residual Network Empowered Channel Estimation for IRS-Assisted Multi-User Communication Systems', IEEE International Conference on Communications, http://dx.doi.org/10.1109/ICC42927.2021.9500708

Liu C; Liu X; Wei Z; Hu S; Ng DWK; Yuan J, 2021, 'Deep Learning-Empowered Predictive Beamforming for IRS-Assisted Multi-User Communications', , http://arxiv.org/abs/2104.12309v1

Chen J; Liu J; Liu C; Zhang J; Han B, 2021, 'Underwater Target Recognition based on Multi-Decision LOFAR Spectrum Enhancement: A Deep Learning Approach', , http://arxiv.org/abs/2104.12362v1

Liu C; Wei Z; Ng DWK; Yuan J; Liang YC, 2021, 'Deep Transfer Learning for Signal Detection in Ambient Backscatter Communications', IEEE Transactions on Wireless Communications, vol. 20, pp. 1624 - 1638, http://dx.doi.org/10.1109/TWC.2020.3034895

Liu C; Yuan W; Wei Z; Liu X; Ng DWK, 2021, 'Location-Aware Predictive Beamforming for UAV Communications: A Deep Learning Approach', IEEE Wireless Communications Letters, vol. 10, pp. 668 - 672, http://dx.doi.org/10.1109/LWC.2020.3045150

Liu X; Liu C; Li Y; Vucetic B; Ng DWK, 2021, 'Deep Residual Learning-Assisted Channel Estimation in Ambient Backscatter Communications', IEEE Wireless Communications Letters, vol. 10, pp. 339 - 343, http://dx.doi.org/10.1109/LWC.2020.3030222

Liu C; Liu X; Ng DWK; Yuan J, 2021, 'Deep Residual Learning for Channel Estimation in Intelligent Reflecting Surface-Assisted Multi-User Communications', IEEE Transactions on Wireless Communications, pp. 1 - 1, http://dx.doi.org/10.1109/TWC.2021.3100148

Liu C; Liu X; Wei Z; Kwan Ng DW; Yuan J; Liang YC, 2020, 'Deep Transfer Learning-Assisted Signal Detection for Ambient Backscatter Communications', 2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings, vol. 2020-January, http://dx.doi.org/10.1109/GLOBECOM42002.2020.9348274

Yuan W; Liu C; Liu F; Li S; Ng DWK, 2020, 'Learning-Based Predictive Beamforming for UAV Communications with Jittering', IEEE Wireless Communications Letters, vol. 9, pp. 1970 - 1974, http://dx.doi.org/10.1109/LWC.2020.3009951

Xie J; Fang J; Liu C; Li X, 2020, 'Deep Learning-Based Spectrum Sensing in Cognitive Radio: A CNN-LSTM Approach', IEEE Communications Letters, vol. 24, pp. 2196 - 2200, http://dx.doi.org/10.1109/LCOMM.2020.3002073

Xie J; Fang J; Liu C; Yang L, 2020, 'Unsupervised Deep Spectrum Sensing: A Variational Auto-Encoder Based Approach', IEEE Transactions on Vehicular Technology, vol. 69, pp. 5307 - 5319, http://dx.doi.org/10.1109/TVT.2020.2982203

Liu C; Wang J; Liu X; Liang YC, 2019, 'Deep CM-CNN for Spectrum Sensing in Cognitive Radio', IEEE Journal on Selected Areas in Communications, vol. 37, pp. 2306 - 2321, http://dx.doi.org/10.1109/JSAC.2019.2933892

Liu C; Wang J; Liu X; Liang Y-C, 2019, 'Maximum Eigenvalue-Based Goodness-of-Fit Detection for Spectrum Sensing in Cognitive Radio', IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, vol. 68, pp. 7747 - 7760, http://dx.doi.org/10.1109/TVT.2019.2923648

Xie J; Liu C; Liang YC; Fang J, 2019, 'Activity Pattern Aware Spectrum Sensing: A CNN-Based Deep Learning Approach', IEEE Communications Letters, vol. 23, pp. 1025 - 1028, http://dx.doi.org/10.1109/LCOMM.2019.2910176

Zhang X; Zhang Y; Liu C; Jia H, 2018, 'Low-Complexity Detection Algorithms for Spatial Modulation MIMO Systems', JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING, vol. 2018, http://dx.doi.org/10.1155/2018/4034625

Liu C; Li H; Wang J; Jin M, 2017, 'Optimal eigenvalue weighting detection for multi-antenna cognitive radio networks', IEEE Transactions on Wireless Communications, vol. 16, pp. 2083 - 2096, http://dx.doi.org/10.1109/TWC.2016.2632711

Liu C; Li H; Jin M, 2016, 'Blind Central-Symmetry-Based Feature Detection for Spatial Spectrum Sensing', IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, vol. 65, pp. 10147 - 10152, http://dx.doi.org/10.1109/TVT.2016.2550608

Chen J; Liu C; Li H; Li X; Li S, 2016, 'A Categorized Resource Sharing Mechanism for Device-to-Device Communications in Cellular Networks', Mobile Information Systems, vol. 2016, http://dx.doi.org/10.1155/2016/5894752

Liu C; Li M; Jin M-L, 2015, 'Blind Energy-Based Detection for Spatial Spectrum Sensing', IEEE WIRELESS COMMUNICATIONS LETTERS, vol. 4, pp. 98 - 101, http://dx.doi.org/10.1109/LWC.2014.2377233


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