Chang Liu

According to our database, Chang Liu authored at least 53 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Predictive Precoder Design for OTFS-Enabled URLLC: A Deep Learning Approach.

Chang Liu, Shuangyang Li, Weijie Yuan, Xuemeng Liu, Derrick Wing Kwan Ng

IEEE J. Sel. Areas Commun., July, 2023

Short-Packet Covert Communication in Interweave Cognitive Radio Networks.

Xingbo Lu, Shihao Yan, Weiwei Yang, Chang Liu, Derrick Wing Kwan Ng

IEEE Trans. Veh. Technol., February, 2023

Integrated Sensing, Navigation, and Communication for Secure UAV Networks with a Mobile Eavesdropper.

Zhiqiang Wei, Fan Liu, Chang Liu, Zai Yang, Derrick Wing Kwan Ng, Robert Schober

CoRR, 2023

An Unequal Error Protection-based Coded Transmission for Federated Learning.

Qingya Lu, Rongchi Xu, Chang Liu, Shuangyang Li, Baoming Bai

Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

Deep Learning-Empowered Predictive Precoder Design for OTFS Transmission in URLLC.

Chang Liu, Shuangyang Li, Weijie Yuan, Xuemeng Liu, Derrick Wing Kwan Ng

Proceedings of the IEEE International Conference on Communications, 2023

2022

Deep CLSTM for Predictive Beamforming in Integrated Sensing and Communication-Enabled Vehicular Networks.

Chang Liu, Xuemeng Liu, Shuangyang Li, Weijie Yuan, Derrick Wing Kwan Ng

J. Commun. Inf. Networks, September, 2022

Deep Residual Learning for Channel Estimation in Intelligent Reflecting Surface-Assisted Multi-User Communications.

Chang Liu, Xuemeng Liu, Derrick Wing Kwan Ng, Jinhong Yuan

IEEE Trans. Wirel. Commun., 2022

Resource Allocation and 3D Trajectory Design for Power-Efficient IRS-Assisted UAV-NOMA Communications.

Yuanxin Cai, Zhiqiang Wei, Shaokang Hu, Chang Liu, Derrick Wing Kwan Ng, Jinhong Yuan

IEEE Trans. Wirel. Commun., 2022

Time-Frequency Mask-Aware Bidirectional LSTM: A Deep Learning Approach for Underwater Acoustic Signal Separation.

Jie Chen, Chang Liu, Jiawu Xie, Jie An, Nan Huang

Sensors, 2022

A Novel ISAC Transmission Framework Based on Spatially-Spread Orthogonal Time Frequency Space Modulation.

Shuangyang Li, Weijie Yuan, Chang Liu, Zhiqiang Wei, Jinhong Yuan, Baoming Bai, Derrick Wing Kwan Ng

IEEE J. Sel. Areas Commun., 2022

Learning-Based Predictive Beamforming for Integrated Sensing and Communication in Vehicular Networks.

Chang Liu, Weijie Yuan, Shuangyang Li, Xuemeng Liu, Husheng Li, Derrick Wing Kwan Ng, Yonghui Li

IEEE J. Sel. Areas Commun., 2022

Scalable Predictive Beamforming for IRS-Assisted Multi-User Communications: A Deep Learning Approach.

Chang Liu, Xuemeng Liu, Zhiqiang Wei, Derrick Wing Kwan Ng, Robert Schober

CoRR, 2022

Deep Learning with a Self-Adaptive Threshold for OTFS Channel Estimation.

Xiaoqi Zhang, Weijie Yuan, Chang Liu, Fan Liu, Miaowen Wen

Proceedings of the 18th International Symposium on Wireless Communication Systems, 2022

Deep Residual Learning for OTFS Channel Estimation with Arbitrary Noise.

Xiaoqi Zhang, Weijie Yuan, Chang Liu

Proceedings of the IEEE/CIC International Conference on Communications in China, 2022

Beamforming Design for Intelligent Reflecting Surface-Enhanced Symbiotic Radio Systems.

Shaokang Hu, Chang Liu, Zhiqiang Wei, Yuanxin Cai, Derrick Wing Kwan Ng, Jinhong Yuan

Proceedings of the IEEE International Conference on Communications, 2022

Predictive Beamforming for Integrated Sensing and Communication in Vehicular Networks: A Deep Learning Approach.

Chang Liu, Weijie Yuan, Shuangyang Li, Xuemeng Liu, Derrick Wing Kwan Ng, Yonghui Li

Proceedings of the IEEE International Conference on Communications, 2022

Trajectory Design and Resource Allocation for UAV-Enabled Data Collection in Wireless Sensor Networks with 3D Blockages.

Yuanxin Cai, Weijie Yuan, Zhiqiang Wei, Chang Liu, Shaokang Hu, Derrick Wing Kwan Ng

Proceedings of the 1st International Conference on 6G Networking, 2022

2021

Deep Residual Learning-Assisted Channel Estimation in Ambient Backscatter Communications.

Xuemeng Liu, Chang Liu, Yonghui Li, Branka Vucetic, Derrick Wing Kwan Ng

IEEE Wirel. Commun. Lett., 2021

Location-Aware Predictive Beamforming for UAV Communications: A Deep Learning Approach.

Chang Liu, Weijie Yuan, Zhiqiang Wei, Xuemeng Liu, Derrick Wing Kwan Ng

IEEE Wirel. Commun. Lett., 2021

Deep Transfer Learning for Signal Detection in Ambient Backscatter Communications.

Chang Liu, Zhiqiang Wei, Derrick Wing Kwan Ng, Jinhong Yuan, Ying-Chang Liang

IEEE Trans. Wirel. Commun., 2021

Robust and Secure Sum-Rate Maximization for Multiuser MISO Downlink Systems With Self-Sustainable IRS.

Shaokang Hu, Zhiqiang Wei, Yuanxin Cai, Chang Liu, Derrick Wing Kwan Ng, Jinhong Yuan

IEEE Trans. Commun., 2021

Deep Residual Network Empowered Channel Estimation for IRS-Assisted Multi-User Communication Systems.

Chang Liu, Xuemeng Liu, Derrick Wing Kwan Ng, Jinhong Yuan

Proceedings of the ICC 2021, 2021

Deep Learning-Empowered Predictive Beamforming for IRS-Assisted Multi-User Communications.

Chang Liu, Xuemeng Liu, Zhiqiang Wei, Shaokang Hu, Derrick Wing Kwan Ng, Jinhong Yuan

Proceedings of the IEEE Global Communications Conference, 2021

2020

Learning-Based Predictive Beamforming for UAV Communications With Jittering.

Weijie Yuan, Chang Liu, Fan Liu, Shuangyang Li, Derrick Wing Kwan Ng

IEEE Wirel. Commun. Lett., 2020

Unsupervised Deep Spectrum Sensing: A Variational Auto-Encoder Based Approach.

Jiandong Xie, Jun Fang, Chang Liu, Linxiao Yang

IEEE Trans. Veh. Technol., 2020

Deep Learning-Based Spectrum Sensing in Cognitive Radio: A CNN-LSTM Approach.

Jiandong Xie, Jun Fang, Chang Liu, Xuanheng Li

IEEE Commun. Lett., 2020

Deep Transfer Learning-Assisted Signal Detection for Ambient Backscatter Communications.

Chang Liu, Xuemeng Liu, Zhiqiang Wei, Derrick Wing Kwan Ng, Jinhong Yuan, Ying-Chang Liang

Proceedings of the IEEE Global Communications Conference, 2020

2019

Maximum Eigenvalue-Based Goodness-of-Fit Detection for Spectrum Sensing in Cognitive Radio.

Chang Liu, Jie Wang, Xuemeng Liu, Ying-Chang Liang

IEEE Trans. Veh. Technol., 2019

Deep CM-CNN for Spectrum Sensing in Cognitive Radio.

Chang Liu, Jie Wang, Xuemeng Liu, Ying-Chang Liang

IEEE J. Sel. Areas Commun., 2019

Activity Pattern Aware Spectrum Sensing: A CNN-Based Deep Learning Approach.

Jiandong Xie, Chang Liu, Ying-Chang Liang, Jun Fang

IEEE Commun. Lett., 2019

Automatical Segmentation of Pelvic Organs After Hysterectomy by using Dilated Convolution U-Net++.

Su Wu, Ziheng Wang, Chang Liu, Chenming Zhu, Shaozhi Wu, Kai Xiao

Proceedings of the 19th IEEE International Conference on Software Quality, 2019

Reliability Modeling and Optimization for Large-Scale Network Systems.

Sa Meng, Yuanshun Dai, Liang Luo, Chang Liu

Proceedings of the 19th IEEE International Conference on Software Quality, 2019

Reliable Automatic Organ Segmentation from CT Images using Deep CNN.

Chang Liu, Shaozhi Wu, Su Wu, Ziheng Wang, Kai Xiao

Proceedings of the 19th IEEE International Conference on Software Quality, 2019

Deep CNN for Spectrum Sensing in Cognitive Radio.

Chang Liu, Xuemeng Liu, Ying-Chang Liang

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Regression with Support Vector Machines and VGG Neural Networks.

Su Wu, Chang Liu, Ziheng Wang, Shaozhi Wu, Kai Xiao

Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2019

The Regression of MNIST Dataset Based on Convolutional Neural Network.

Ziheng Wang, Su Wu, Chang Liu, Shaozhi Wu, Kai Xiao

Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2019

Regression Task on Big Data with Convolutional Neural Network.

Chang Liu, Ziheng Wang, Su Wu, Shaozhi Wu, Kai Xiao

Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2019

2018

Low-Complexity Detection Algorithms for Spatial Modulation MIMO Systems.

Xinhe Zhang, Yuehua Zhang, Chang Liu, Hanzhong Jia

J. Electr. Comput. Eng., 2018

Hybrid Directional CR-MAC based on Q-Learning with Directional Power Control.

Chettupally Anil Carie, Mingchu Li, Chang Liu, Prakasha Reddy, Waseef Jamal

Future Gener. Comput. Syst., 2018

A Reinforcement Learning Based User Association Algorithm for UAV Networks.

Qingzhi Li, Ming Ding, Chuan Ma, Chang Liu, Zihuai Lin, Ying-Chang Liang

Proceedings of the 28th International Telecommunication Networks and Applications Conference, 2018

Performance Analysis for Practical Unmanned Aerial Vehicle Networks with LoS/NLoS Transmissions.

Chang Liu, Ming Ding, Chuan Ma, Qingzhi Li, Zihuai Lin, Ying-Chang Liang

Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018

2017

Optimal Eigenvalue Weighting Detection for Multi-Antenna Cognitive Radio Networks.

Chang Liu, Husheng Li, Jie Wang, Minglu Jin

IEEE Trans. Wirel. Commun., 2017

A blind weighted MUSIC based detection for spatial spectrum sensing.

Syed Sajjad Ali, Chang Liu, Jialong Liu, Minglu Jin, Sang-Jo Yoo, Jae Moung Kim

Proceedings of the International Conference on Information and Communication Technology Convergence, 2017

Uncertainty principle based spatial-temporal resolution tradeoff for cognitive radio networks.

Chang Liu, Husheng Li, Jie Wang, Minglu Jin, Jae Moung Kim

Proceedings of the IEEE International Conference on Communications, 2017

2016

On Demand Priority Packet Forwarding for TCP Performance Enhancement in Cognitive Mobile IP Networks.

Satish Anamalamudi, Minglu Jin, Jae Moung Kim, Chang Liu

Wirel. Pers. Commun., 2016

Blind Central-Symmetry-Based Feature Detection for Spatial Spectrum Sensing.

Chang Liu, Husheng Li, Minglu Jin

IEEE Trans. Veh. Technol., 2016

A Categorized Resource Sharing Mechanism for Device-to-Device Communications in Cellular Networks.

Jie Chen, Chang Liu, Husheng Li, Xulong Li, Shaoqian Li

Mob. Inf. Syst., 2016

On the Eigenvalue Based Detection for Multiantenna Cognitive Radio System.

Syed Sajjad Ali, Chang Liu, Jialong Liu, Minglu Jin, Jae Moung Kim

Mob. Inf. Syst., 2016

Pooling Based Coexistence Scheme for D2D Communication Underlaying Cellular Networks.

Jie Chen, Xulong Li, Husheng Li, Chang Liu, Shaoqian Li

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015

Blind Energy-based Detection for Spatial Spectrum Sensing.

Chang Liu, Ming Li, Minglu Jin

IEEE Wirel. Commun. Lett., 2015

A Comparison of Spectrum-Sensing Algorithms Based on Eigenvalues.

Syed Sajjad Ali, Jialong Liu, Chang Liu, Minglu Jin

J. Inform. and Commun. Convergence Engineering, 2015

2014

Energy Efficient CCC based AODV Routing Protocol for Cognitive Radio Ad-Hoc Networks.

Satish Anamalamudi, Chang Liu, Minglu Jin

J. Commun., 2014

Maximum-minimum spatial spectrum detection for cognitive radio using parasitic antenna arrays.

Chang Liu, Minglu Jin

Proceedings of the 2014 IEEE/CIC International Conference on Communications in China, 2014