Scholar
Zhonghao Lyu
Google Scholar ID: jC5eqDwAAAAJ
KTH Royal Institute of Technology
Citations & Impact
Citations
933
H-index
11
i10-index
11
Publications
20
Co-authors
9
list available
Publications
Resume (English only)
Academic Achievements
- - Monograph: 'ISAC with emerging communication technologies', Springer, 2023
- - Journal Papers:
- - 'Joint maneuver and beamforming design for UAV-enabled integrated sensing and communication', IEEE Trans. Wireless Commun., 2023
- - 'Semantic communications for image recovery and classification via deep joint source and channel coding', IEEE Trans. Wireless Commun., early access
- - 'Rethinking resource management in edge learning: A joint pre-training and fine-tuning design paradigm', IEEE Trans. Wireless Commun., 2024
- - 'Pushing AI to wireless network edge: An overview on integrated sensing, communication, and computation towards 6G', Sci. China Inf. Sci., 2023
- - 'An overview on over-the-air federated edge learning', IEEE Wireless Commun., early access
- - 'An overview on IEEE 802.11 bf: WLAN sensing', IEEE Commun. Surv. Tutor., early access
- - 'Intelligent reflecting surface aided airComp: Multi-Timescale design and performance analysis', IEEE Wirel. Commun. Lett.
- - 'Embracing radiance field rendering in 6G: Over-the-air training and inference with 3D contents', IEEE Open J. Commun. Soc., early access
- - 'Networked ISAC for low-altitude economy: Coordinated transmit beamforming and UAV trajectory design', submitted to IEEE Trans. Commun.
- - 'UCMM: Unsupervised convolutional networks for accurate and efficient map matching with mobile cellular data', submitted to IEEE Trans. Mob. Comput.
- - Conference Papers:
- - 'Movement and Communication Co-Design in Multi-UAV Enabled Wireless Systems via DRL', IEEE Proc. ICCC, 2020
- - 'Joint trajectory and beamforming design for UAV-enabled integrated sensing and communication', IEEE Proc. ICC, 2022
- - 'Semantic communications for joint image recovery and classification', IEEE Proc. Globecom Workshops, 2023
- - 'Semantic Communications for 3D', IEEE Proc. ISWCS
Research Experience
- - Postdoc Research Fellow, Division of Information Science and Engineering, KTH Royal Institute of Technology
Education
- - Ph.D. in Computer & Information Engineering, The Chinese University of Hong Kong, Shenzhen, supervised by Prof. Jie Xu and Dr. Guangxu Zhu
- - M.Phil. in Information & Communication Engineering, University of Science and Technology of China (USTC), 2021
- - Bachelor's degree in Electronic Information Engineering, Dalian University of Technology (DUT), 2018
- - Visiting student, Shenzhen Research Institute of Big Data (SRIBD), 2022-2024
Background
- Research Interests: Edge AI, Semantic Communications, Integrated Sensing and Communication (ISAC), UAV Communications
