个人资料:
姓 名:温家宝
职 称:副研究员/硕士生导师
学科专业:信息与通信工程
通讯地址:天津大学电气自动化与信息工程学院第26教学楼D区520室
电子信箱:Wen_Jiabao@tju.edu.cn
电 话:17678058854
主要经历:
(1) 2023.01-至今:天津大学,电气自动化与信息工程学院,信息与通信工程,副研究员/硕士生导师
(2) 2021.07-2022.12:天津大学,电气自动化与信息工程学院,信息与通信工程,博士后/助理研究员/硕士生导师
(3) 2017.09-2021.07:天津大学,电气自动化与信息工程学院,信息与通信工程,博士研究生
主要研究方向:
(1) 多智能体协同控制
(2) 强化学习
(3) 人工智能
主要科研项目:
主持国家自然科学基金、中央部委计划基金、中国博士后基金、天津市自然科学基金等国家、省部级十余项,科研经费近千万元,部分项目如下:
(1) “面向开放环境的无人潜航器集群自适应协作控制方法研究”,国家自然科学基金,主持,2023年
(2) “复杂海洋XX无人潜航器集群智能XX技术研究”,中央部委计划基金,主持,2022年
(3) “基于强化学习的水下潜航器集群智能控制技术研究”,中国博士后科学基金,主持,2021年
(4) “环境耦合的无人潜航器集群智能控制技术”,天津市自然科学基金,主持,2022年
(5) “面向复杂海洋环境的多潜航器协同控制方法研究”,天津大学科技领军创新人才培育项目,主持,2023年
(6) “海洋环境效能量化处理软件模块”,中船重工七〇七所,主持,2021年
(7) “调查测量综合控制软件与调查资料处理应用软件技术研发”,中船重工七〇九所,主持,2022年
(8) “无人集群融合定位与协同控制技术研究”,清华大学,主持,2022年
(9) “智能计算模块研制”,航天五院五一三所,主持,2021年
(10) “Gazebo可视化仿真模型开发技术研究报告”,中船重工七一九所,主持,2022年
代表性论著:
发表SCI期刊论文30余篇,部分代表性论文如下:
1. Jiabao Wen, Jiachen Yang*, Bin Jiang, et al. Big Data Driven Marine Environment Information Forecasting: A Time Series Prediction Network[J]. IEEE Transactions on Fuzzy Systems. 2021. (SCI:1区,TOP刊)
2. Jiabao Wen, Jiachen Yang*, et al. Path Planning for Autonomous Underwater Vehicles Under the Influence of Ocean Currents Based on a Fusion Heuristic Algorithm[J]. IEEE Transactions on Vehicular Technology, 2021. (SCI:2区)
3. Jiachen Yang, Jiabao Wen*, et al. Fog-based Marine Environmental Information Monitoring Towards Ocean of Things[J]. IEEE Internet of Things Journal. 2020. (SCI:1区,TOP刊)
4. Jiachen Yang, Jiabao Wen*, Bin Jiang. Blockchain-based Sharing and Tamper-proof Framework of Big Data Networking[J]. IEEE Network. 2020. (SCI:1区,TOP刊)
5. Jiabao Wen, Jiachen Yang, et al. Harmful algal bloom warning based on machine learning in maritime monitoring[J]. Knowledge-Based Systems, 2022. (SCI:1区,TOP刊)
6. Jiabao Wen, Jiachen Yang, Wei Wei and Zhihan Lv. Intelligent Multi-AUG Ocean Data Collection Scheme in Maritime Wireless Communication Network[J]. IEEE Transactions on Network Science and Engineering. 2022. (SCI:2区)
7. Jiabao Wen, Jiachen Yang, Yang Li, Jingyi He, Zhengjian Li, Houbing Song, Behavior-Based Formation Control Digital Twin for Multi-AUG in Edge Computing[J], IEEE Transactions on Network Science and Engineering, 2022. (SCI:2 区)
8. Zhengjian Li, Jiabao Wen*, et al., Energy Efficient Space-Air-Ground-Ocean Integrated Network based on Intelligent Autonomous Underwater Glider[J]. IEEE Internet of Things Journal. 2022. (SCI:1区,TOP刊)
9. Jiabao Wen, Jiachen Yang, et al, Energy-efficient task allocation for reliable parallel computation of cluster-based wireless sensor network in edge computing[J]. Digital Communications and Networks, 2022. (SCI:1区)
10. Jiabao Wen, Meng Xi, Taiqiu Xiao, Jiachen Yang, Desheng Chen, Wen Lu, Xinbo Gao, A deep semi-dense compression network for reinforcement learning based on information theory, Neurocomputing, 2023. (SCI:2 区)
11. Desheng Chen, Jiabao Wen*, Caiyun Lv. A Spatio-Temporal Attention Graph Convolutional Networks for Sea Surface Temperature Prediction[J]. International Journal of Interactive Multimedia and Artificial Intelligence. 2023. (SCI:2区)
12. Jingyi He, Jiabao Wen*, Shuai Xiao and Jiachen Yang. Multi-AUV Inspection for Process Monitoring of Underwater Oil Transportation[J]. IEEE/CAA Journal of Automatica Sinica, 2023. (SCI:1区)
13. Jiachen Yang, Jiabao Wen, Bin Jiang*, et al. Marine depth mapping algorithm based on the edge computing in Internet of things[J]. Journal of Parallel and Distributed Computing, 2018. (SCI:2区)
14. Jiachen Yang, Yue Yang, Jiabao Wen*, et al. Remote Sensing Image Information Quality Evaluation via Node Entropy for Efficient Classification. Remote Sensing. 2022. (SCI:2区)
15. Longtao Liu, Jiabao Wen*, Zexun Zheng, et al. An improved approach for mining association rules in parallel using Spark Streaming[J]. International Journal of Circuit Theory and Applications. 2021. (SCI:3区)
16. Shuai Xiao, Jiabao Wen*, Jiachen Yang, et al. No-Reference Quality Assessment of Stereoscopic Video Based on Deep Frequency Perception[C]. Workshop in Multimedia Applications (MM). 2022. (EI检索会议)
17. Jiachen Yang, Jiabao Wen*, Bin Jiang, et al. Data Resolution Improvement for Ocean of Things Based on Improved FCM[C]. 2020 International Conference on Computing, Networking and Communications (ICNC). 2020. (EI检索会议)
18. Jiachen Yang, Jiabao Wen*,et al. Multi-Sensor Information Fusion in Ocean of Things Based on Adaptive Dempster-Shafer Evidence Theory[C]. IEEE International Conference on Industrial Internet (ICII). 2019. (EI检索会议)
19. Jiabao Wen, Guochen Yu*, Liqing Gao. HFSWR ship trajectory tracking and fusion with AIS using Kalman filter[C]. 2017 29th Chinese Control And Decision Conference (CCDC). IEEE, 2017. (EI检索会议)
20. Jiachen Yang, Meng Xi, Jiabao Wen, Yang Li, Houbing Herbert Song, A digital twins enabled underwater intelligent internet vehicle path planning system via reinforcement learning and edge computing[J]. Digital Communications and Networks, 2022. (SCI:1区)
21. Jiachen Yang, Jingfei Ni, Meng Xi, Jiabao Wen and Yang Li, Intelligent Path Planning of Underwater Robot Based on Reinforcement Learning[J]. IEEE Transactions on Automation Science and Engineering. 2022. (SCI:1区)
22. Jiachen Yang, Meng Xi, Jiabao Wen, Yang Li, Houbing Herbert Song, A digital twins enabled underwater intelligent internet vehicle path planning system via reinforcement learning and edge computing, Digital Communications and Networks, 2022. (SCI:1区)
23. Yang Li, Jiachen Yang, Jiabao Wen, Entropy-based redundancy analysis and information screening, Digital Communications and Networks, 2021. (SCI:1区)
24. Meng Xi, Jiachen Yang, Jiabao Wen, et al. Comprehensive Ocean Information-Enabled AUV Path Planning Via Reinforcement Learning[J]. IEEE Internet of Things Journal, 2022. (SCI:1区,TOP刊)
25. Yang Li, Jiachen Yang, Zhuo Zhang, Jiabao Wen, et al. Healthcare data quality assessment for cybersecurity intelligence[J], IEEE Transactions on Industrial Informatics, 2022. (SCI:1区,TOP刊)
26. Yue Yang, Yang Li, Jiachen Yang, Jiabao Wen. Dissimilarity-based active learning for embedded weed identification[J], Turkish Journal of Agriculture and Forestry, 2022. (SCI:3区)
27. Shuai Xiao, Guipeng Lan, Jiachen Yang, Yang Li, Jiabao Wen. Securing the Socio-Cyber World: Multiorder Attribute Node Association Classification for Manipulated Media[J], IEEE Transactions on Computational Social Systems, 2022. (SCI:2区)
28. Guipeng Lan, Shuai Xiao, Jiabao Wen, Desheng Chen, Yong Zhu, Data-Driven Deepfake Forensics Model Based on Large-Scale Frequency and Noise Features[J], IEEE Intelligent Systems, 2022. (SCI:3区)
29. Shuai Xiao, Zhuo Zhang, Jiachen Yang, Jiabao Wen, Yang Li, Manipulation Detection of Key Populations under Information Measurement[J], Information Sciences, 2023. (SCI:1区)
30. Desheng Chen, Jiabao Wen, Caiyun Lv, A Spatio-Temporal Attention Graph Convolutional Networks for Sea Surface Temperature Prediction[J], International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2023. (SCI:2区)
主要学术成就、奖励及荣誉:
(1) 天津大学科技领军创新人才;校级;2023年
(2) 天津市科技进步一等奖;省部级;2021年
(3) 教育部国家奖学金;国家级;2020年
其他(社会兼职等):
(1) 《Frontiers in the Internet of Things》评审编辑。
(2) IEEE TFS, IEEE JBHI, IEEE IOTJ, IEEE TITS, DCN, OE等期刊审稿人。
招生信息:
招收硕士研究生。欢迎对人工智能、强化学习、水下无人集群协同控制等相关研究领域感兴趣的同学与我联系。
招生要求:1)对相关研究方向感兴趣;2)有团结合作精神;3)有一定的分析问题和解决问题能力。
招生名额:每年拟招收硕士生4-6名。