Chang Liu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 55

Top Topics

Resource Allocation

Cognitive Radio

Vehicular Networks

Top Venues

IEEE Trans. Wirel. Commun.

IEEE J. Sel. Areas Commun.

Publications

Wenzhao Xiang, Chang Liu, Hang Su, Hongyang Yu
AEMIM: Adversarial Examples Meet Masked Image Modeling. CoRR (2024)
Zhiqiang Wei, Fan Liu, Chang Liu, Zai Yang, Derrick Wing Kwan Ng, Robert Schober
Integrated Sensing, Navigation, and Communication for Secure UAV Networks With a Mobile Eavesdropper. IEEE Trans. Wirel. Commun. 23 (7) (2024)
Zhiqiang Wei, Fan Liu, Chang Liu, Zai Yang, Derrick Wing Kwan Ng, Robert Schober
Integrated Sensing, Navigation, and Communication for Secure UAV Networks with a Mobile Eavesdropper. CoRR (2023)
Chang Liu, Shuangyang Li, Weijie Yuan, Xuemeng Liu, Derrick Wing Kwan Ng
Predictive Precoder Design for OTFS-Enabled URLLC: A Deep Learning Approach. IEEE J. Sel. Areas Commun. 41 (7) (2023)
Xingbo Lu, Shihao Yan, Weiwei Yang, Chang Liu, Derrick Wing Kwan Ng
Short-Packet Covert Communication in Interweave Cognitive Radio Networks. IEEE Trans. Veh. Technol. 72 (2) (2023)
Chang Liu, Shuangyang Li, Weijie Yuan, Xuemeng Liu, Derrick Wing Kwan Ng
Deep Learning-Empowered Predictive Precoder Design for OTFS Transmission in URLLC. ICC (2023)
Qingya Lu, Rongchi Xu, Chang Liu, Shuangyang Li, Baoming Bai
An Unequal Error Protection-based Coded Transmission for Federated Learning. ICCC Workshops (2023)
Xiaoqi Zhang, Weijie Yuan, Chang Liu
Deep Residual Learning for OTFS Channel Estimation with Arbitrary Noise. ICCC Workshops (2022)
Chang Liu, Weijie Yuan, Shuangyang Li, Xuemeng Liu, Derrick Wing Kwan Ng, Yonghui Li
Predictive Beamforming for Integrated Sensing and Communication in Vehicular Networks: A Deep Learning Approach. ICC (2022)
Shaokang Hu, Chang Liu, Zhiqiang Wei, Yuanxin Cai, Derrick Wing Kwan Ng, Jinhong Yuan
Beamforming Design for Intelligent Reflecting Surface-Enhanced Symbiotic Radio Systems. ICC (2022)
Chang Liu, Xuemeng Liu, Derrick Wing Kwan Ng, Jinhong Yuan
Deep Residual Learning for Channel Estimation in Intelligent Reflecting Surface-Assisted Multi-User Communications. IEEE Trans. Wirel. Commun. 21 (2) (2022)
Chang Liu, Shuangyang Li, Weijie Yuan, Xuemeng Liu, Derrick Wing Kwan Ng
Predictive Precoder Design for OTFS-Enabled URLLC: A Deep Learning Approach. CoRR (2022)
Yuanxin Cai, Zhiqiang Wei, Shaokang Hu, Chang Liu, Derrick Wing Kwan Ng, Jinhong Yuan
Resource Allocation and 3D Trajectory Design for Power-Efficient IRS-Assisted UAV-NOMA Communications. IEEE Trans. Wirel. Commun. 21 (12) (2022)
Chang Liu, Xuemeng Liu, Shuangyang Li, Weijie Yuan, Derrick Wing Kwan Ng
Deep CLSTM for Predictive Beamforming in Integrated Sensing and Communication-Enabled Vehicular Networks. J. Commun. Inf. Networks 7 (3) (2022)
Chang Liu, Weijie Yuan, Shuangyang Li, Xuemeng Liu, Husheng Li, Derrick Wing Kwan Ng, Yonghui Li
Learning-Based Predictive Beamforming for Integrated Sensing and Communication in Vehicular Networks. IEEE J. Sel. Areas Commun. 40 (8) (2022)
Xiaoqi Zhang, Weijie Yuan, Chang Liu, Fan Liu, Miaowen Wen
Deep Learning with a Self-Adaptive Threshold for OTFS Channel Estimation. ISWCS (2022)
Chang Liu, Weijie Yuan, Shuangyang Li, Xuemeng Liu, Derrick Wing Kwan Ng, Yonghui Li
Predictive Beamforming for Integrated Sensing and Communication in Vehicular Networks: A Deep Learning Approach. CoRR (2022)
Shuangyang Li, Weijie Yuan, Chang Liu, Zhiqiang Wei, Jinhong Yuan, Baoming Bai, Derrick Wing Kwan Ng
A Novel ISAC Transmission Framework Based on Spatially-Spread Orthogonal Time Frequency Space Modulation. IEEE J. Sel. Areas Commun. 40 (6) (2022)
Chang Liu, Xuemeng Liu, Shuangyang Li, Weijie Yuan, Derrick Wing Kwan Ng
Deep CLSTM for Predictive Beamforming in Integrated Sensing and Communication-enabled Vehicular Networks. CoRR (2022)
Yuanxin Cai, Zhiqiang Wei, Shaokang Hu, Chang Liu, Derrick Wing Kwan Ng, Jinhong Yuan
Resource Allocation and 3D Trajectory Design for Power-Efficient IRS-Assisted UAV-NOMA Communications. CoRR (2022)
Chang Liu, Xuemeng Liu, Zhiqiang Wei, Derrick Wing Kwan Ng, Robert Schober
Scalable Predictive Beamforming for IRS-Assisted Multi-User Communications: A Deep Learning Approach. CoRR (2022)
Shaokang Hu, Zhiqiang Wei, Yuanxin Cai, Chang Liu, Derrick Wing Kwan Ng, Jinhong Yuan
Robust and Secure Sum-Rate Maximization for Multiuser MISO Downlink Systems with Self-sustainable IRS. CoRR (2021)
Shaokang Hu, Zhiqiang Wei, Yuanxin Cai, Chang Liu, Derrick Wing Kwan Ng, Jinhong Yuan
Robust and Secure Sum-Rate Maximization for Multiuser MISO Downlink Systems With Self-Sustainable IRS. IEEE Trans. Commun. 69 (10) (2021)
Chang Liu, Xuemeng Liu, Zhiqiang Wei, Shaokang Hu, Derrick Wing Kwan Ng, Jinhong Yuan
Deep Learning-Empowered Predictive Beamforming for IRS-Assisted Multi-User Communications. CoRR (2021)
Shaokang Hu, Chang Liu, Zhiqiang Wei, Yuanxin Cai, Derrick Wing Kwan Ng, Jinhong Yuan
Beamforming Design for Intelligent Reflecting Surface-Enhanced Symbiotic Radio Systems. CoRR (2021)
Chang Liu, Zhiqiang Wei, Derrick Wing Kwan Ng, Jinhong Yuan, Ying-Chang Liang
Deep Transfer Learning for Signal Detection in Ambient Backscatter Communications. IEEE Trans. Wirel. Commun. 20 (3) (2021)
Chang Liu, Xuemeng Liu, Zhiqiang Wei, Shaokang Hu, Derrick Wing Kwan Ng, Jinhong Yuan
Deep Learning-Empowered Predictive Beamforming for IRS-Assisted Multi-User Communications. GLOBECOM (2021)
Shuangyang Li, Weijie Yuan, Chang Liu, Zhiqiang Wei, Jinhong Yuan, Baoming Bai, Derrick Wing Kwan Ng
A Novel ISAC Transmission Framework based on Spatially-Spread Orthogonal Time Frequency Space Modulation. CoRR (2021)
Chang Liu, Weijie Yuan, Zhiqiang Wei, Xuemeng Liu, Derrick Wing Kwan Ng
Location-Aware Predictive Beamforming for UAV Communications: A Deep Learning Approach. IEEE Wirel. Commun. Lett. 10 (3) (2021)
Xuemeng Liu, Chang Liu, Yonghui Li, Branka Vucetic, Derrick Wing Kwan Ng
Deep Residual Learning-Assisted Channel Estimation in Ambient Backscatter Communications. IEEE Wirel. Commun. Lett. 10 (2) (2021)
Chang Liu, Xuemeng Liu, Derrick Wing Kwan Ng, Jinhong Yuan
Deep Residual Network Empowered Channel Estimation for IRS-Assisted Multi-User Communication Systems. ICC (2021)
Jiandong Xie, Jun Fang, Chang Liu, Linxiao Yang
Unsupervised Deep Spectrum Sensing: A Variational Auto-Encoder Based Approach. IEEE Trans. Veh. Technol. 69 (5) (2020)
Chang Liu, Zhiqiang Wei, Derrick Wing Kwan Ng, Jinhong Yuan, Ying-Chang Liang
Deep Transfer Learning for Signal Detection in Ambient Backscatter Communications. CoRR (2020)
Jiandong Xie, Jun Fang, Chang Liu, Xuanheng Li
Deep Learning-Based Spectrum Sensing in Cognitive Radio: A CNN-LSTM Approach. IEEE Commun. Lett. 24 (10) (2020)
Chang Liu, Xuemeng Liu, Zhiqiang Wei, Derrick Wing Kwan Ng, Jinhong Yuan, Ying-Chang Liang
Deep Transfer Learning-Assisted Signal Detection for Ambient Backscatter Communications. CoRR (2020)
Chang Liu, Xuemeng Liu, Zhiqiang Wei, Derrick Wing Kwan Ng, Jinhong Yuan, Ying-Chang Liang
Deep Transfer Learning-Assisted Signal Detection for Ambient Backscatter Communications. GLOBECOM (2020)
Weijie Yuan, Chang Liu, Fan Liu, Shuangyang Li, Derrick Wing Kwan Ng
Learning-Based Predictive Beamforming for UAV Communications With Jittering. IEEE Wirel. Commun. Lett. 9 (11) (2020)
Chang Liu, Weijie Yuan, Zhiqiang Wei, Xuemeng Liu, Derrick Wing Kwan Ng
Location-aware Predictive Beamforming for UAV Communications: A Deep Learning Approach. CoRR (2020)
Xuemeng Liu, Chang Liu, Yonghui Li, Branka Vucetic, Derrick Wing Kwan Ng
Deep Residual Learning-Assisted Channel Estimation in Ambient Backscatter Communications. CoRR (2020)
Chang Liu, Xuemeng Liu, Derrick Wing Kwan Ng, Jinhong Yuan
Deep Residual Network Empowered Channel Estimation for IRS-Assisted Multi-User Communication Systems. CoRR (2020)
Chang Liu, Xuemeng Liu, Ying-Chang Liang
Deep CNN for Spectrum Sensing in Cognitive Radio. ICC (2019)
Chang Liu, Jie Wang, Xuemeng Liu, Ying-Chang Liang
Maximum Eigenvalue-Based Goodness-of-Fit Detection for Spectrum Sensing in Cognitive Radio. IEEE Trans. Veh. Technol. 68 (8) (2019)
Jiandong Xie, Chang Liu, Ying-Chang Liang, Jun Fang
Activity Pattern Aware Spectrum Sensing: A CNN-Based Deep Learning Approach. IEEE Commun. Lett. 23 (6) (2019)
Chang Liu, Jie Wang, Xuemeng Liu, Ying-Chang Liang
Deep CM-CNN for Spectrum Sensing in Cognitive Radio. IEEE J. Sel. Areas Commun. 37 (10) (2019)
Qingzhi Li, Ming Ding, Chuan Ma, Chang Liu, Zihuai Lin, Ying-Chang Liang
A Reinforcement Learning Based User Association Algorithm for UAV Networks. ITNAC (2018)
Chang Liu, Ming Ding, Chuan Ma, Qingzhi Li, Zihuai Lin, Ying-Chang Liang
Performance Analysis for Practical Unmanned Aerial Vehicle Networks with LoS/NLoS Transmissions. ICC Workshops (2018)
Chang Liu, Ming Ding, Chuan Ma, Qingzhi Li, Zihuai Lin, Ying-Chang Liang
Performance Analysis for Practical Unmanned Aerial Vehicle Networks with LoS/NLoS Transmissions. CoRR (2018)
Syed Sajjad Ali, Chang Liu, Jialong Liu, Minglu Jin, Sang-Jo Yoo, Jae Moung Kim
A blind weighted MUSIC based detection for spatial spectrum sensing. ICTC (2017)
Chang Liu, Husheng Li, Jie Wang, Minglu Jin, Jae Moung Kim
Uncertainty principle based spatial-temporal resolution tradeoff for cognitive radio networks. ICC (2017)
Chang Liu, Husheng Li, Jie Wang, Minglu Jin
Optimal Eigenvalue Weighting Detection for Multi-Antenna Cognitive Radio Networks. IEEE Trans. Wirel. Commun. 16 (4) (2017)
Syed Sajjad Ali, Chang Liu, Jialong Liu, Minglu Jin, Jae Moung Kim
On the Eigenvalue Based Detection for Multiantenna Cognitive Radio System. Mob. Inf. Syst. 2016 (2016)
Chang Liu, Husheng Li, Minglu Jin
Blind Central-Symmetry-Based Feature Detection for Spatial Spectrum Sensing. IEEE Trans. Veh. Technol. 65 (12) (2016)
Jie Chen, Chang Liu, Husheng Li, Xulong Li, Shaoqian Li
A Categorized Resource Sharing Mechanism for Device-to-Device Communications in Cellular Networks. Mob. Inf. Syst. 2016 (2016)
Satish Anamalamudi, Minglu Jin, Jae Moung Kim, Chang Liu
On Demand Priority Packet Forwarding for TCP Performance Enhancement in Cognitive Mobile IP Networks. Wirel. Pers. Commun. 86 (4) (2016)
Jie Chen, Xulong Li, Husheng Li, Chang Liu, Shaoqian Li
Pooling Based Coexistence Scheme for D2D Communication Underlaying Cellular Networks. GLOBECOM (2016)
Chang Liu, Ming Li, Minglu Jin
Blind Energy-based Detection for Spatial Spectrum Sensing. IEEE Wirel. Commun. Lett. 4 (1) (2015)
Syed Sajjad Ali, Jialong Liu, Chang Liu, Minglu Jin
A Comparison of Spectrum-Sensing Algorithms Based on Eigenvalues. J. Inform. and Commun. Convergence Engineering 13 (4) (2015)
Chang Liu, Minglu Jin
Maximum-minimum spatial spectrum detection for cognitive radio using parasitic antenna arrays. ICCC (2014)
Satish Anamalamudi, Chang Liu, Minglu Jin
Energy Efficient CCC based AODV Routing Protocol for Cognitive Radio Ad-Hoc Networks. J. Commun. 9 (2) (2014)