Lei Zhang 张磊

Lei Zhang 张磊

Ph.D., A/Prof.

Posts by Collection

portfolio

HONORS AND AWARDS

*2023年: UCIC-SER Young Scientist Award * 2023年: 中国纺织工业联合会纺织高等教育教学成果奖二等奖（2/8） * 2023年: 东华大学教学成果奖一等奖（2/8） * 2022年: 江苏省“双创人才” * 2022年: 东华大学学生就业创业工作促进奖 * 2022年: 上海市计算机学会教学成果奖二等奖 (3/5) * 2021年: 长三角G60科创走廊突出贡献人才团队（领衔） * 2021年: 全国大学生电子设计竞赛上海赛区优秀指导教师奖 * 2021年: 东华大学群众体育先进个人 * 2018年: UPM Premio Extraordinarios de Doctorado (马德里理工大学杰出博士毕业生奖) * …

publications

发明专利：

  • 复杂室内环境下一种基于改进粒子滤波的无线定位方法 (CN110333479A)
  • 一种基于机器学习的蜂窝网无线感知与定位一体化方法 (CN116056140A)
  • 基于多任务学习蜂窝网无线信号与用户轨迹联合预测方法 (CN116261158A)
  • 基于人在回路的模型无关可解释方法及可解释框架 (CN116227602A)
  • 一种基于深度强化学习的无线纺织体域网能量中性操作方法 (CN116470598A)
  • 一种面向智能服装的能量管理和网络性能的联合优化方法 (CN116321040A)

国际会议论文：

  • Y. Zhang, Z. Gao, M. Jiang, Y. Zhang, X. Lu, L. Zhang*, “UAV-Mounted RIS Assisted UAV Communications Incorporating NOMA: Performance Evaluation and Optimization,” IEEE 4th International Conference on Electronic Information and Communication Technology (ICEICT), Qingdao, China, 2023, pp. 1-6 (Best Student Paper Award)
  • Y. Zou, L. Lin and L. Zhang*, “A Task Offloading Strategy for Compute-Intensive Scenarios in UAV-Assisted IoV,” IEEE 5th International Conference on Electronic Information and Communication Technology (ICEICT), Hefei, China, 2022, pp. 427-431 (Invited talk)
  • X. Cai, A. Gonzalez-Plaza, D. Alonso, L. Zhang, C. Briso, “Low altitude UAV propagation channel modelling,” IEEE 11th European Conference on Antennas and Propagation (EUCAP), Paris, France, 2017, pp. 1443-1447
  • D. He, B. Ai, K. Guan, Y. Yang, L. Zhang, Z. Zhong, A. Hrovat, “Significance Analysis for Typical Objects in mmWave Urban Railway Propagation Environment,” IEEE Globecom Workshops (GC Wkshps), Singapore, 2017, pp. 1-5
  • L. Zhang, J. Ding, B. Zhang, C. B. Rodriguez and K. Guan, “Measurement and Analysis of the Broadband Radio Propagation in a High-Speed Railway Station,” IEEE 83rd Vehicular Technology Conference (VTC Spring), Nanjing, China, 2016, pp. 1-4 …

代表性SCI期刊论文：

  • L. Zhang, P. Lin, “Reinforcement Learning Based Energy-Neutral Operation for Hybrid EH Powered TBAN,” Future Generation Computer Systems, vol. 140, pp. 311-320, 2023. (JCR Q1, 中科院Top)
  • L. Zhang, X. Chu, M. Zhai, “Machine Learning-Based Integrated Wireless Sensing and Positioning for Cellular Network,” IEEE Transactions on Instrumentation and Measurement, vol. 72, Art no. 5501011, pp. 1-11, 2023 (JCR Q1,中科院二区)
  • L. Zhang, P. Lin, K. Deng, G. Huang, J. Feng, “Joint Optimization of Energy and QoS for Smart Clothing with Multi-posture Participation,” IEEE Sensors Journal, vol. 22, no. 23, pp. 23529-23538, 2022 (JCR Q1, 中科院Top)
  • Q. Ni, Y. Zhu, L. Zhang, X. Lu, L. Zhang*, “Leverage Learning Behaviour Data for Students’ Learning Performance Prediction and Influence Factor Analysis,” IEEE Transactions on Artificial Intelligence, doi: 10.1109/TAI.2023.3320118 (Early Access)
  • Y. Zhang，J. Lu, H. Zhang, Z. Huang, C. Briso, L. Zhang*, “Experimental Study on Low-Altitude UAV-to-Ground Propagation Characteristics in Campus Environment,” Computer Networks, vol. 2023, no. , p.110055, 2023. (JCR Q1, CCF-B)
  • L. Zhang, J. Rodriguez Pineiro, J. R. O. Fernandez, J. A. Garcia-Naya, D. W. Matolak, C. Briso, L. Castedo, “Propagation Modeling for Outdoor-to-Indoor and Indoor-to-Indoor Wireless Links in High-speed Train,” Measurement, vol. 110, no., pp.43-52, 2017 (JCR Q1, 中科院二区)
  • L. Zhang, C. Briso, J.R.O. Fernandez, J.I. Alonso, C. Rodriguez, J. Moreno Garcia, K. Guan, “Delay Spread and Electromagnetic Reverberation in Subway Tunnels and Stations,” IEEE Antennas and Wireless Propagation Letters, vol. 15, no., pp.585-588, 2016 (JCR Q1, 中科院Top)
  • M. Zhai, L. Zhang*, D. Li, “Efficient Modeling of Dispersive Media in Leapfrog WCS-FDTD Method,” IEEE Microwave and Wireless Components Letters, vol. 30, no. 3, pp. 225-228, 2020 (JCR Q2, 中科院二区)
  • L. Zhang, Q. Ni, G. Zhang, M. Zhai, J. Moreno, C. Briso, “Random Forests-enabled Context Detections for Long-term Evolution Network for Railway,” IET Microwaves Antennas & Propagation, Vol. 13, Issue 8, pp. 1080-1086, 2019 (JCR Q3)
  • L. Zhang, J. Moreno, C. Briso, “Experimental Characterization and Modelling of Intra-Car Communications Inside High-Speed Trains,” IET Microwaves Antennas & Propagation, Vol. 13, no. 8, pp. 1060 -1064, 2019 (JCR Q3) …

talks

teaching