Channel Estimation for Pinching-Antenna Systems (PASS)
J. Xiao, J. Wang, and Y. Liu, "Channel Estimation for Pinching-Antenna Systems (PASS)," in IEEE Communications Letters. 2025.
CV
Education
- Ph.D. student in Radio Physics, Central China Normal University, 2026 (expected)
- M.S. in Information and Communication Engineering, Hunan Institute of Science and Technology, 2022
- B.S. in Electronic and Information Engineering, Hunan Institute of Science and Technology, 2019
Part-time experience
- 2016-2019: We Media
- Platforms: ByteDance, Tencent, UC Browser
- Duties: Content-authoring creation
- Supervisors: Chinese mobile users
Skills
- Baseband signal processing algorithms in wireless physical layer (MATLAB Programing)
- Machine learning algorithms for wireless communications (Python Programing)
- Embedded System Design
- One-chip Computer (C51, STM32 Series)
- DSP (CCS Programing)
- Circuit simulation and PCB design (Multisim and Altium Designer)
Publications
Hybrid Near/Far-Field Channel Prediction for RIS-Aided LEO Satellite Networks
J. Xiao, J. Wang, X. Li, W. Xie, N. C. Luong and A. Nallanathan, "Hybrid Near/Far-Field Channel Prediction for RIS-Aided LEO Satellite Networks," in IEEE Communications Letters, doi: 10.1109/LCOMM.2024.3489579, 2024.
Wideband Beamforming for RIS Assisted Near-Field Communications
J. Wang, J. Xiao, Y. Zou, W. Xie and Y. Liu, "Wideband Beamforming for RIS Assisted Near-Field Communications," in IEEE Transactions on Wireless Communications, 2024, accept to appear.
Multi-Task Learning for Near/Far Field Channel Estimation in STAR-RIS Networks
J. Xiao, J. Wang, Z. Wang, J. Wang, W. Xie and Y. Liu, "Multi-Task Learning for Near/Far Field Channel Estimation in STAR-RIS Networks," in IEEE Transactions on Communications, vol. 72, no. 10, pp. 6344-6359, Oct. 2024.
Multi-Scale Attention Based Channel Estimation for RIS-Aided Massive MIMO Systems
J. Xiao, J. Wang, Z. Wang, W. Xie and Y. Liu, "Multi-Scale Attention Based Channel Estimation for RIS-Aided Massive MIMO Systems," IEEE Transactions on Wireless Communications, vol. 23, no. 6, pp. 5969-5984, June 2024.
Self-Supervised Learning for Few-Shot Positioning
J. Wang, W. Fang, J. Xiao, Y. Zheng, L. Zheng and F. Liu, "Signal-Guided Masked Autoencoder for Wireless Positioning With Limited Labeled Samples," in IEEE Transactions on Vehicular Technology, 2024.
U-MLP-Based Hybrid-Field Channel Estimation for XL-RIS Assisted Millimeter-Wave MIMO Systems
J. Xiao, J. Wang, Z. Chen and G. Huang, "U-MLP-Based Hybrid-Field Channel Estimation for XL-RIS Assisted Millimeter-Wave MIMO Systems," in IEEE Wireless Communications Letters, vol. 12, no. 6, pp. 1042-1046, June 2023, doi: 10.1109/LWC.2023.3259465.
Multi-Task Learning Based Channel Estimation for Hybrid-Field STAR-RIS Systems
J. Xiao, J. Wang, Y. Liu, W. Xie, J. Wang and S. Liu, "Multi-Task Learning Based Channel Estimation for Hybrid-Field STAR-RIS Systems," GLOBECOM 2023 - 2023 IEEE Global Communications Conference, Kuala Lumpur, Malaysia, 2023, pp. 6573-6578.
Multi-Scale Supervised Learning-Based Channel Estimation for RIS-Aided Communication Systems
J. Xiao, J. Wang, W. Xie, X. Wang, C. Wang and H. Xu, "Multi-Scale Supervised Learning-Based Channel Estimation for RIS-Aided Communication Systems," 2023 IEEE Wireless Communications and Networking Conference (WCNC), Glasgow, United Kingdom, 2023.
Deep Reinforcement Learning for Shared Offloading Strategy in Vehicle Edge Computing
X Peng, Z. Han, W. Xie, C. Yu, P. Zhu, J. Xiao and J. Yang, "Deep Reinforcement Learning for Shared Offloading Strategy in Vehicle Edge Computing," in IEEE Systems Journal, vol. 17, no. 2, pp. 2089-2100, June 2023
Intelligent Channel Estimation, Feedback and Prediction for RIS Systems
[1] W. Xie, J. Xiao, P. Zhu, C. Yu and L. Yang, "Deep Compressed Sensing-Based Cascaded Channel Estimation for RIS-Aided Communication Systems," in IEEE Wireless Communications Letters, vol. 11, no. 4, pp. 846-850, April 2022.[ Paper]
[2] W. Xie, J. Xiao, P. Zhu and C. Yu, "Multi-Task Learning-Based Channel Estimation for RIS Assisted Multi-User Communication Systems," in IEEE Communications Letters, vol. 26, no. 3, pp. 577-581, March 2022.[ Paper]
[3] W. Xie, J. Zou, J. Xiao, M. Li and X. Peng, "Quan-Transformer Based Channel Feedback for RIS-Aided Wireless Communication Systems," in IEEE Comzomunications Letters, vol. 26, no. 11, pp. 2631-2635, Nov. 2022.[ Paper]
[4] J. Zou, Q. Mao, J. Xiao, S. Liu, and Y. Liang, "Distributed Learning-Based Channel Estimation and Feedback for RIS-Aided Massive MIMO Systems," IEEE Wireless Communications Letters, DOI: 10.1109/LWC.2024.3509612, 2024.[ Paper]
[5] J. Wang, S. Gong, J. Xiao, J. Wang, and X. Li, "A lightweight channel prediction network for UAV-LEO Satellite Communications," IEEE Wireless Communications Letters, DOI: 10.1109/LWC.2024.3489677, 2024[ Paper].Sustainable AI for Cooperative NOMA Networks
[1] J. Wang，Z. Li，J. Xiao，H. Li，W. Xie，C. Chao, “Deep adder network for NOMA modulation detection in short packet transmission” (in Chinese )，Journal of Electronics & Information Technology，2024. [ Paper]
[2] W. Xie，P. Li，J. Xiao，J. Wang，L. Yang, “Multi-task federated learning for deep receiver in cooperative MIMO-NOMA systems” (in Chinese )，Journal of Beijing University of Posts and Telecommunications，2024.[ Paper]
Patents
[1] Ji Wang, Jian Xiao, Wenwu Xie, Jun Wang, Kai Chen, Peng Zhu, and Shouyin Liu, “Multi-Task Federated Learning-Based Signal Detection Method of Cooperative MIMO-NOMA System”, Publication No. ZL202310725976.4, Sept. 12nd, 2023. [Certificate]
Awards
Awards in China mathematical contest in modeling
at Department of Academic Degrees and Graduate Education of the Ministry of Education, China
Awards in Wireless AI Competition
at IMT2020, Beijing, China
Awards in Academic Achievement
at HNIST, Yueyang, China
Research Projects
[1] June 2024-June 2025, Graduate Innovation Program of Central China Normal University, “Generative AI for Near-field Communications”, Principal Investigator.
[2] Oct. 2020-Sept. 2022, Natural Science Foundation of Hunan Province, “Research and Application of Space Time Encoding in MIMO-NOMA System”, Collaborator.
[3] June. 2020-June. 2021, Graduate Innovation Program of Hunan Province, “Research on Physical Layer Security of MIMO-NOMA System Based on Space Modulation”, Collaborator.
Service and leadership
- Journal reviewers: IEEE TWC, TCCN, TVT, IOTJ, and so on.
- Conference reviewers: IEEE GLOBECOM 2023, ICCT 2023, and so on.