GuanghuaLiu     Associate Professor School of Cyber   Science and Engineering Huazhong University of   Science and Technology Email: guanghualiu@hust.edu.cn Address:Office B-404, Wuhan National Laboratory for   Optoelectronics, 1037 Luoyu Road,   Wuhan, 430074 P. R. China.

 

Research Interest

Wireless Underground/Underwater Communications, Internet of Things, Information Integration in Perception and Communications, Complex/Dependent Networks

 

Join Us
I am currently looking for highly motivated students to join our group. Candidates with background in wireless communication, mathematical modeling, and algorithm design are encouraged to apply. Good writing and analytical skills are essential, hands-onexperience in experiments related wireless communication is a good plus.

 

Working Experience

2022.03-now:Associate Professor, School of Cyber Science and Engineering, Huazhong University of Science and Technology.

2019.08-2022.03, Special Associate Research Fellow,School of Physics, Huazhong University of Science and Technology.

 

Educational Experience

2017.10-2019.04, Joint Ph.D., Department of Informatics, University at Buffalo.Advisor: Prof. Zhi Sun.

2014.09-2019.06, Ph.D., School of ElectronicInformation and Communications,Huazhong University of Science and Technology. Advisor: Prof. Tao Jiang.

2013.09-2014.08, Ph.D., School of Mathematics and Statistics,Huazhong University of Science and Technology. Advisor: Prof. Ming Yang.

2009.09-2013.06, B.E., School ofScience,Yanbian University.

 

Publications

• Guanghua Liu, Jia Zhang, Peng Lv, Chenlong Wang, Huan Wang, Di Wang. TAAD: Time-varying adversarial anomaly detection in dynamic graphs. Information Processing & Management, 62 (1), 103912, 2024

• Chenlong Wang, Guanghua Liu, and Tao Jiang. Malicious Node Detection in Wireless Weak-Link Sensor Networks Using Dynamic Trust Management. IEEE Transactions on Mobile Computing, 23 (12), 12866-12877, 2024

• Dongdong Mou, Lixia Xiao, Miaoran Peng, Jiaxi Zhou,  Guanghua Liu, and Tao Jiang. Subcarrier Interleaved Index Modulation Assisted OFDM Backscatter Communication. IEEE Communications Letters, 28 (11), 2533-2537, 2024

• Xiaotong Lu, Guanghua Liu, You Xu, Chao Xie, Lixia Xiao, and Tao Jiang. Virtual Multi-View Fusion for Millimeter Wave Radar Point Cloud Generation. IEEE Sensors Letters, 8 (10), 3503404, 2024

• Yezeng Wu, Lixia Xiao, Yiming Xie, Guanghua Liu, and Tao Jiang. Efficient signal detector design for OTFS with index modulation. Digital Communications and Networks, 10 (4), 1057-1076, 2024

• Nianzhen Gao, Guanghua Liu, Mingjie Feng, Xinhai Hua, and Tao Jiang. Non-orthogonal Multiple Access Enhanced Scalable 360-degree Video Multicast. IEEE Transactions on Multimedia, 26, 8488-8503, 2024

• Yanqin Xiong, Huandong Wang, Guanghua Liu, Yong Li, and Tao Jiang. Graph Neural Ordinary Differential Equations for Epidemic Forecasting. CCF Transactions on Pervasive Computing and Interaction, 67, 281-295, 2024

• Shuhan Deng, Guanghua Liu, Ziwei Chen, Huaijin Zhang, and Tao Jiang. Channel modeling for MI-based wireless underground sensor networks with conductive objects. SCIENCE CHINA Information Sciences, 67 (7), 179302:1-179302:2, 2024

• Xiaotong Shi, Guanghua Liu, Yueyue Dai, Shenyu Zhang, and Tao Jiang. MDTW Metric: A Signal Matching Yardstick for Accurately Evaluating the Quality of Tactile Internet. IEEE Transactions on Network Science and Engineering, 11 (4), 3824-3837, 2024

• Tao Jiang, Yangyang Liu, Lixia Xiao, Weidan Liu, Guanghua Liu. PCC Polar Codes for Future Wireless Communications: Potential Applications and Design Guidelines. IEEE Wireless Communications, 31 (3), 414-420, 2024

• Xinkun Zheng, Guanghua Liu, Silan Li, and Tao Jiang. Deep Learning-Aided FBMC Machine-Type Communication Systems: Design, Simulation, and Experimental Test. IEEE Transactions on Wireless Communications, 23 (6), 5726-5739, 2024

• Huaijin Zhang, Guanghua Liu, You Xu, and Tao Jiang. LoRaAid: Underground Joint Communication and Localization System Based on LoRa Technology. IEEE Transactions on Wireless Communications, 23 (5), 5245-5260, 2024

• Guanghua Liu. Frequency-Switchable Routing Protocol for Dynamic Magnetic Induction-Based Wireless Underground Sensor Networks. IEEE Journal of Selected Areas in Sensors, 1, 1-8, 2024

• You Xu, Guanghua Liu, and Tao Jiang. Leveraging Rough-Relay-Surface Scattering for Non-Line-of-Sight mmWave Radar Sensing. IEEE Internet of Things Journal, 11 (6), 10964-10978, 2024

• Wenjie Fu, Huandong Wang, Chen Gao, Guanghua Liu, Yong Li, and Tao Jiang. Privacy-Preserving Individual-Level COVID-19 Infection Prediction via Federated Graph Learning. ACM Transactions on Information Systems, 42 (3), 1-29, 2024

• Miaoran Peng, Jinhao Kan, Lixia Xiao, Guanghua Liu, and Tao Jiang. Digital-to-analog converter free architecture for digital reconfigurable intelligent surface. Frontiers of Information Technology & Electronic Engineering, 24 (12), 1752-1762, 2023

• Guanghua Liu. A Q-Learning-based distributed routing protocol for frequency-switchable magnetic induction-based wireless underground sensor networks. Future Generation Computer Systems, 139(1), 253-266, 2023

• Zhaoyang Wang, Guanghua Liu, Dongchen Zhang, Xinhai Hua, Lingmin Xu, Peng Gao, and Tao Jiang. Edge-Assisted Massive Video Delivery over Cell-Free Massive MIMO. IEEE Transactions on Multimedia, 25, 8566-8579, 2023

• Xiaodan Zhai, Lixia Xiao, Weidan Liu, Guanghua Liu, Pei Xiao, and Tao Jiang. Golden Angle Modulation aided OFDM-IM for an Arbitrary Number of Subcarriers. IEEE Communications Letters, 27(12), 3380-3384, 2023

• Shuo Li, Lixia Xiao, Qiwei Hu, Guanghua Liu, Jiaxia Zhou,  and Tao Jiang. Towards Massive Active Connectivity: Performance Analysis and Near-Optimal Detectors for Grant-free Random Access Systems. IEEE Transactions on Communications, 71(11), 6272-6286, 2023

• Ziwei Chen, Guanghua Liu, Huaijin Zhang, and Tao Jiang. A Novel Polar Code Construction for Magnetic Induction-based Wireless Underground Communications. IEEE Communications Letters, 27(11), 2884-2888, 2023

• Shuo Li, Chao Ding, Lixia Xiao, Xufan Zhang, Guanghua Liu, and Tao Jiang. Expectation Propagation Aided Model Driven Learning for OTFS Signal Detection. IEEE Transactions on Vehicular Technology, 72(9), 12407-12412, 2023

• Tao Jiang, Yu Zhang, Wenyuan Ma, Miaoran Peng, Yuxiang Peng, Mingjie Feng, Guanghua Liu. Backscatter Communication Meets Practical Battery-Free Internet of Things: A Survey and Outlook. IEEE Communications Surveys & Tutorials, 25(3), 2021-2051, 2023

• Guojun He, Mingjie Feng, Yu Zhang, Guanghua Liu, Yueyue Dai, and Tao Jiang. Deep Reinforcement Learning Based Task-Oriented Communication in Multi-Agent Systems. IEEE Wireless Communications, 30(3), 112-119, 2023

• Xianan Zhang, Yu Zhang, Guanghua Liu, and Tao Jiang. AutoLoc: Toward Ubiquitous AoA-Based Indoor Localization Using Commodity WiFi. IEEE Transactions on Vehicular Technology, 72(6), 8049-8197, 2023

• Lixia Xiao, Xiaodan Zhai, Yangyang Liu, Guanghua Liu,, Pei Xiao, and Tao Jiang. A unified bit-to-symbol mapping for generalized constellation modulation. China Communications, 20 (6), 229-239, 2023

• Lixia Xiao, Shuo Li, Yangyang Liu, Guanghua Liu,, Pei Xiao, and Tao Jiang. Error probability analysis for ultra-massive MIMO system and near-optimal signal detection. China Communications, 20 (5), 1-19, 2023

• Shuo Li, Lixia Xiao, Yangyang Liu, Guanghua Liu,, Pei Xiao, and Tao Jiang. Performance analysis for orthogonal time frequency space modulation systems with generalized waveform. China Communications, 20 (4), 57-72, 2023

• Miaoran Peng, Lixia Xiao, Zhiang Niu, Guanghua Liu, and Tao Jiang. GSTBC-SM assisted high diversity reconfigurable intelligent surface systems. IEEE Transactions on Communications, 71 (3), 1814-1826, 2023

• Tao Jiang, Xiaotong Shi, Shuang Cheng, Yueyue Dai, and Guanghua Liu. Human-Cyber-Physical Ubiquitous Intelligent Communication: System Architecture, Key Technologies, and Challenges. IEEE Communications Magazine 60 (12), 36-42, 2022

• Yixing Zhang, Da Chen, Guanghua Liu, and Tao Jiang. Performance Analysis of Two-Hop Active Relaying for Dynamic Magnetic Induction Based Underwater Wireless Sensor Networks. IEEE Transactions on Communications 70 (10), 6938-6949, 2022

• Tao Jiang, Yangyang Liu, Lixia Xiao, Weidan Liu, and Guanghua Liu. PCC Polar Codes for Future Wireless Communications: Potential Applications and Design Guidelines[J]. IEEE Wireless Communications, 2022.

• Yezeng Wu, Lixia Xiao, Guanghua Liu and Tao Jiang. Efficient signal detection for OTFS with index modulation. Digital Communication Networks, 2022.

• Yezeng Wu, Lixia Xiao, Guanghua Liu, and Tao Jiang. Hybrid beamforming for Terahertz wireless communications with beam squint: A survey. Chinese Journal of Electronics Accept, 2022.

• Liuke Li, Lixia Xiao, Xufang Zhang, Guanghua Liu, Suo Li and T. Jiang. An efficient symbol-by-symbol aided expectation propagation detector for OTFS with index modulation. IEEE Wireless Communications Letters, 2022.

• Xiaodan Zhai, Guochao Song, Lixia Xiao, Guanghua Liu, N. Ishikawa and Tao Jiang. Error probability analysis for time-varying chaos unitary matrix-based differential MIMO system. IEEE Wireless Communications Letters, vol. 11, no. 7, pp. 1399-1403, July 2022.

• Guanghua Liu. Data Collection in MI-Assisted Wireless Powered Underground Sensor Networks: Directions, Recent Advances, and Challenges. IEEE Communications Magazine, 59(4), 132-138, 2021.

• H Wang, R Liu, P Wang, Guanghua Liu, H Wang, and L Yan. Intelligent optimization of dynamic traffic light control via diverse optimization priorities. International Journal of Intelligent Systems, 36 (11), 6748-6762, 2021

• Lixia Xiao, Guanghua Liu, Pei Xiao, and Tao Jiang. Error probability analysis for rectangular differential OFDM with index modulation over dispersive channels. IEEE Wireless Communication Letters. 10(12):2795-2799, 2021.

• Huan Wang, Ruigang Liu, Peng Wang, Guanghua Liu, Hao Wang, and Liping Yan. Intelligent optimization of dynamic traffic light control via diverse optimization priorities. International Journal of Intelligent Systems, 36(11), 6748-6762, 2021.

• Huan Wang, Qing Gao, Hao Li, Hao Wang, Liping Yan, and Guanghua Liu. A Structural Evolution-Based Anomaly Detection Method for Generalized Evolving Social Networks. The Computer Journal, 2020.

• Guanghua Liu, Zhi Sun, and Tao Jiang. Joint Time and Energy Allocation for QoS-Aware Throughput Maximization in MIMO-based Wireless Powered Underground Sensor Networks. IEEE Transactions on Communications, 67(2), 1400-1412, 2019.

• Guanghua Liu, Zehua Wang, and Tao Jiang. QoS-Aware Throughput Maximization in Wireless Powered Underground Sensor Networks. IEEE Transactions on Communications,64(11), 4776-4789, 2016.

 

SelectedAwards

1.       First Prize of Science and Technology Progress of Chinese Institute of Electronics in 2021

2.       First prize (Area) of The Chinese Mathematics Competitions

3.       CSC Scholarship in 2017