朱梦韬

预聘助理教授

出生年月：1994年08月

电子邮件zhumengtao@bit.edu.cn

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，具身人工智能，偏好学习理论

应用研究：电磁世界模型，电磁行为博弈，认知雷达对抗

个人简历

2024.09 至今：任职于 北京理工大学 英国威廉希尔唯一官网

2022.08-2024.08：任职于 北京理工大学 网络空间安全学院 特立博士后

2016.09-2022.08：就读于 北京理工大学 信息与通信工程专业 博士

2012.09-2016.06：就读于 北京理工大学 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] Zhang Ziwei, Li Yunjie, Zhu Mengtao*, et al. Self-Supervised Aligned Data Augmentation Network for Imbalanced Modulation Classification[J], IEEE Internet of Things Journal, vol. 12, no. 15, pp. 30862-30878, 1 Aug.1, 2025, doi: 10.1109/JIOT.2025.3571448.

[8] Zhang Luyao, Bao Jiadi, Zhu Mengtao*, et al, A Unified Framework Combining Feature Extraction and Reward Estimation for Cognitive Radar Policy Prediction[J], IEEE Transactions on Aerospace and Electronic Systems, vol. 61, no. 5, pp. 12320-12333, Oct. 2025, doi: 10.1109/TAES.2025.3574283.

[9] Wang Zihao, Li Yunjie, Gong Zheng, Zhu Mengtao*, MsPF-Trans: A Generative Transformer for Multistep Probabilistic Forecasting of Radar Pulse Repetition Interval Sequences[J], IEEE Transactions on Aerospace and Electronic Systems, vol. 61, no. 2, pp. 1725-1741, April 2025, doi: 10.1109/TAES.2024.3460752.

[10] Bao Jiadi, Wang Yatong, Li Yunjie, Zhu Mengtao*, Wang Shafei, Infinite Factorial Linear Dynamical Systems for Transient Signal Detection[J], IEEE Transactions on Signal Processing, vol. 73, pp. 2574-2589, 2025, doi: 10.1109/TSP.2025.3582215.

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

北京理工大学优秀博士后

多次获全国DZZ大会优秀论文奖

《信号处理》2023-2024年优秀论文奖

学术兼职及其他

入选第十届中科协青年人才托举工程，2023-2025北京市科协青年人才托举工程。主持国家自然科学基金青年科学基金、国家某重大专项工程项目课题等重要科研项目多项，作为主要研究人员参研国家自然科学面上，JCJQ等重要科研项目多项

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

天基智能国家重点实验室成员

电磁空间认知技术国家级重点实验室成员

担任IEEE TSP、TAES、TCOM、TCCN、电子学报、雷达学报等20余个国内外期刊审稿人