所在学科
信息与通信工程
研究方向
理论研究：时间序列分析，随机信号处理，偏好学习理论
应用研究：电磁频谱监测，电磁行为博弈，认知雷达对抗
个人简历
2024.09 至今：任职于 色直播 色直播
2022.08-2024.08：任职于 色直播 网络空间安全色直播 特立博士后
2016.09-2022.08：就读于 色直播 信息与通信工程专业 博士
2012.09-2016.06：就读于 色直播 信息工程专业 本科
代表性学术成果
论文：
[1] Zhu Mengtao, Wang Shafei, Li Yunjie. Model based Representation and Deinterleaving of Mixed Radar Pulse Sequences with Neural Machine Translation Network[J]. IEEE Transactions on Aerospace and Electronic Systems, 2021, V58(3): 1733-1752.
[2] Zhu Mengtao, Li Yunjie, Wang Shafei. Model-based Time Series Clustering and Inter-pulse Modulation Parameter Estimation of Multifunction Radar Pulse Sequences[J]. IEEE Transactions on Aerospace and Electronic Systems, 2021, V57(6): 3673-3690.
[3] Zhu Mengtao, Li Yunjie, Wang Yinhai. Design and experiment verification of a novel analysis framework for recognition of driver injury patterns: From a multi-class classification perspective[J]. Accident Analysis & Prevention, 2018, V120: 152-164.
[4] Zhang Ziwei, Li Yunjie, Zhu Mengtao*, et al. JDMR-Net: Joint Detection and Modulation Recognition Networks for LPI Radar Signals[J], IEEE Transactions on Aerospace and Electronic Systems, 2023, 59(6): 7575-7589.
[5] Bao Jiadi, Li Yunjie, Zhu Mengtao*, Wang Shafei. Bayesian Non-parametric Hidden Markov Model for Agile Radar Pulse Sequences Streaming Analysis[J]. IEEE Transactions on Signal Processing, 2023, 71: 3968-3982.
[6] Zhang Luyao, Zhu Mengtao*, Qin Jiahao, et al. Latent Maximum Entropy based Cognitive Radar Reward Function Estimation With Non-ideal Observations[J], IEEE Transactions on Aerospace and Electronic Systems, 2024, 60(5): 6656-6670.
[7] Wang Zihao, Li Yunjie, Gong Zheng, Zhu Mengtao*. MsPF-Trans: A Generative Transformer for Multi-step Probabilistic Forecasting of Radar Pulse Repetition Interval Sequences[J], IEEE Transactions on Aerospace and Electronic Systems, 2024, early access.
专著：
[1] 李云杰, 朱梦韬, 李岩, 范丽丽. 先进多功能雷达智能感知识别技术[M]. 北京: 科学出版社, 2023. ISBN 978-7-03-076445-4. (工业和信息化部“十四五”规划教材)
荣誉奖励
色直播 优秀博士后
全国DZZ大会优秀论文奖
学术兼职及其他
IEEE会员，中国电子学会会员；
全国DZZ大会第一届青年专家委员会委员；
电磁空间认知与智能控制技术国家重点实验室成员；
担任IEEE Transactions on Aerospace and Electronic Systems，IEEE Transactions on Vehicular Technology，IEEE Transactions on Instrumentation and Measurement，IEEE Signal Processing Letters，Digital Signal Processing，电子学报、雷达学报等多个期刊审稿人；
主持国家自然科学基金青年科学基金等色直播 项目4项，作为主要研究人员参研国家自然科学面上，装备预研，JCJQ等重要色直播 项目多项。
