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钟毅

发布时间:2018-01-29

信息工程学院博∕硕士导师信息表

  姓  名:

  钟毅

  性  别:

  

  出生年月:

  1977年3月

  职  称:

  教授

  学历学位:

  博士/研究生

  联系方式:

  13545273678

  博士招生专业:

  信息与通信工程

  硕士招生专业:

  电子科学与技术、信息与通信工程、电子与通信工程

  研究方向:

  1、基于CS的数字信号处理的算法优化;2、机器人控制系统、嵌入式

  系统的研究和设计(含电源、PLC、变频控制器等);3、信息安全领

  域的相关理论的研究与应用。(GIS、知识图谱、大数据分析等)

  主要学术经历:

  2002~2007 武汉理工大学 信息与通信工程 博士毕业

  2011~2012 美国石溪大学 访问学者

  2013~2018 出国研究及访问多次,并于美国、法国、英国相关大学有着紧密交流和合作。

  2002年7月(留校任教)~至今

招生需求:

欢迎具有积极性、主动性、创造性、学习能力强的本科生进组科研、硕士研究生候选人保送/报考。实验室将承诺:

1)可以在实验室研究方向中选择感兴趣/擅长的领域进行研究;

2)实验室氛围和谐,学风积极向上,有大量经验丰富的研究生、博士可以共同解决科研问题,提供丰富项目经验传帮带,导师每日在实验室亲自面对面指导;

3)实验室每年至少组织3次全范围团建,有项目出差机会,与国内外科研机构和大型单位有大量实地学习、交流机会,接触前沿科研方向和一线社会重大需求;

4)有机会在国际知名会议、期刊发表论文,并参会报告和交流;

5)团队与国内外知名科研机构合作密切,有机会推荐上述赴欧美、香港、新加坡等知名高校留学/访问。

  主要学术成果:

  近年来一直在武汉理工大学信息工程学院从事教学与科研工作(20119月至20129月在美国纽约州立大学石溪分校进行访问研究)。研究方向包括智能信息感知、大模型/人工智能、数字信号处理、嵌入式系统的理论与设计、智能控制理论等。主持和作为技术骨干参与国家自然科学基金、工信部重大专项、科技部国家重点研发计划等多项纵向项目,企业委托项目多项,实验室团队与上汽通用五菱、东风汽车集团、中国船舶集团、汉江国家实验室等单位建立了长期深入合作,研究方向涵盖汽车智能制造、智能船舶、智能决策等领域。近5年,年均科研经费200余万元。在国内外学术期刊和国际会上发表论文40余篇,获国家发明专利10项、实用新型专利4项。目前担任国家自然科学基金通信评审专家和多个国际期刊的审稿专家。

  发表论文列表:

[1]Yi Han, Yi Zheng, Ting Bi, Yi Zhong, Zhenhui Yuan, Mingxi Liao, Gabriel-Miro Muntean, “Edge AI-Enabled Multimodal Information Fusion for Vessel Navigation in Low-Bandwidth Maritime Environments,” 2025 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), Dublin, Ireland, 2025. IEEE Broadcasting Society旗舰会议)(Accepted)

[2]Ziyang Xiong, Yi Zhong, Ting Bi, Yi Han, Zhenhui Yuan, Mingxi Liao, Gabriel-Miro Muntean, “A Transformer-based Temporal Feature Fusion Approach for Autonomous Driving BEV Perception,” 2025 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), Dublin, Ireland, 2025. IEEE Broadcasting Society旗舰会议)(Accepted)

[3]Litao Hu, Yi Zhong, Yi Han, Yi Zheng, Mingxi Liao, Qi Chen, “Integration of Underwater Communication and Autonomous Path Planning in AUV Navigation,” 2025 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), Dublin, Ireland, 2025. IEEE Broadcasting Society旗舰会议)(Accepted)

[4]韩一, 郑懿, 解广聪, 彭晨飞, 邵锦依, 周瑞淳, 廖杨喆, 钟毅. 船舶交通智能感知融合与辅助决策方法综述[J]. 计算机工程, vol. 50, no. 11, pp. 18-37, 2024. doi: 10.19678/j.issn.1000-3428.00 69893.

[5]Yuanhan Wang(学生一作), Yi Han, Yi Zheng, Yi Zhong. Optimizing 360-degree Video Streaming: A Hybrid Tile-Based Dynamic Adaptive Streaming Approach[C]//2024 IEEE 6th Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC).

[6]Yi Han, Jinyi Shao, Ruichun Zhou, Yangzhe Liao, Yi Zhong, “Robotic Digital Twin Based Full Lifecycle Decision Framework for Automotive Productions,” IEEE Network,2024.

[7]F. Xiao, S. Zhang, S. Tang, S. Shen, H. Dong and Y. Zhong*, "WiSion: Bolstering MAV 3D Indoor State Estimation by Embracing Multipath of WiFi," in IEEE Transactions on Vehicular Technology, vol. 72, no. 1, pp. 253-266, Jan. 2023, doi: 10.1109/TVT.2022.3205710. SCI JCR一区)

[8]Hu, Xiao, Kai Hu, Datian Tao, Yi Zhong*, and Yi Han*, “GIS-Data-Driven Efficient and Safe Path Planning for Autonomous Ships in Maritime Transportation,” Electronics 12, no. 10: 2206, 2023. https://doi.org/10.3390/electronics12102206 SCI JCR 二区)

[9]Feng Xiao; Ze Xu; Yi Han; Yi Zhong; Yi Zheng; Mingxi Liao; Poshi Qin; Yuan Wan, "Machine Learning based Driver Emotion Monitoring for Vehicular IoT," 2024 IEEE 98th Vehicular Technology Conference (VTC2023-Spring), Singapore, 2024. (Accepted)

[10]Huijun Yuan, Yi Han*, Yi Zhong, Mingxi Liao, Zhenhui Yuan, Gabriel-Miro Muntean, “FEBBR: A Fairness-Enhanced Approach for BBR Congestion Control,” 2023 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), Beijing, China, 2023, pp. 1-6, doi: 10.1109/BMSB58369.2023.10211562. (EI IEEE BTS旗舰会议)

[11]Xiangyong Chen, Ping Han, Yanqing Huang, Yi Han*, Yi Zhong, Zhuo Li, Zhenhui Yuan, Gabriel-Miro Muntean, “A Genetic Algorithm-based Image Enhancement Approach for Autonomous Driving at Night,” 2023 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), Beijing, China, 2023, pp. 1-6, doi: 10.1109/BMSB58369.2023.10211326. (EI IEEE BTS旗舰会议)

[12]Yi Han; Ammar A. Q. Aldaif; Huijun Yuan; Yi Zhong; Yi Zheng; Yangzhe Liao; Qing Li, "QoE-aware 360-degree Video Streaming for Autonomous Vehicles," 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring), Florence, Italy, 2023, pp. 1-5, doi: 10.1109/VTC2023-Spring57618.2023.10201215. ((EI IEEE VTS旗舰会议)

[13]Yulu Wang, Yi Han, Jun Chen, Zhou Wang*, and Yi Zhong, “An FPGA-Based Hardware Low-Cost, Low-Consumption Target-Recognition and Sorting System,” World Electric Vehicle Journal 14, no. 9: 245, 2023. https://doi.org/10.3390/wevj14090245. EI 期刊)

[14]Ao Liu, Jue Lu, Qiang Ma*, Yi Han, Yi Zhong, "A remote sensing image segmentation model based on multi-scale feature fusion," Proc. SPIE 12797, Second International Conference on Geographic Information and Remote Sensing Technology (GIRST 2023), 127971F (30 August 2023); https://doi.org/10.1117/12.3007424. EI会议)

[15]Yi Han, Xiangyong Chen, Yi Zhong*, Yanqing Huang, Zhuo Li, Ping Han, Qing Li, and Zhenhui Yuan. 2023. "Low-Illumination Road Image Enhancement by Fusing Retinex Theory and Histogram Equalization" Electronics 12, no. 4: 990. https://doi.org/10.3390/electronics12040990. (SCI JCR 二区)

[16]Guowei Lu, Zhenhua He, Shengkai Zhang, Yanqing Huang, Yi Zhong*, Zhuo Li, and Yi Han*, "A Novel Method for Improving Point Cloud Accuracy in Automotive Radar Object Recognition," in IEEE Access, doi: 10.1109/ACCESS.2023.3280544. (SCI JCR 一区)

[17]Wan, Yuzhuang(钟毅学生一作), Yi Zhong, Yan Huang, Yi Han*, Yongqiang Cui, Qi Yang, Zhuo Li, Zhenhui Yuan, and Qing Li. 2022. "ARSD: An Adaptive Region Selection Object Detection Framework for UAV Images" Drones 6, no. 9: 228. https://doi.org/10.3390/drones6090228. (SCI JCR 二区)

[18]Yi Han, Mengjie Zuo, Huijun Yuan, Yi Zhong*, Zhenhui Yuan, Ting Bi, "A QoS-Based Fairness-Aware BBR Congestion Control Algorithm Using QUIC", Wireless Communications and Mobile Computing, vol. 2022, Article ID 7222030, 16 pages, 2022. https://doi.org/10.1155/2022/7222030 (SCI JCR 三区)

[19]Yi Han, Wenhao Wang, Nanxi Chen, Yi Zhong*, Ruichun Zhou, Haoyu Yan, Jun Wang, and Yulei Bai. "A 5G-Based VR Application for Efficient Port Management." World Electric Vehicle Journal. 13, no. 6 (2022): 101. EI 期刊)

[20]Yang, Rui, Ping Han, Yi Zhong, Yi Han, and Nanxi Chen, “Research on Correction Model of Automobile Angular Velocity Based on Graph Optimization,” 2021 3rd International Academic Exchange Conference on Science and Technology Innovation (IAECST), 2021, pp. 807-810, doi: 10.1109/IAECST54258.2021.9695710. EI会议)

[21]Chenzhi Wei, Peng Zhou, Dongdong Li, Yi Zhong, Yi Han, “Application of SA-KNN Combined with SVM based on Different Kernel Functions in Pattern Knowledge Mining,” 2021 International Conference on Computer Graphics, Artificial Intelligence and Data Processing, 2021. EI会议)

[22]Dongdong Li, Yi Zhong, Chenzhi Wei, Yi Han, “Application of SA-KNN Combined with SVM based on Different Kernel Functions in Pattern Knowledge Mining,” 2021 International Conference on Computer Graphics, Artificial Intelligence and Data Processing, 2021. EI会议)

[23]Jie Zhang, Yi Zhong, Yi Han, Dongdong Li, Chenxi Yu, and Junchang Mo, “A 360° Video Adaptive Streaming Scheme Based on Multiple Video Qualities,” IEEE/ACM 13th International Conference on Utility and Cloud Computing (UCC), 2020, pp. 402-407, doi: 10.1109/UCC48980.2020.00063.EI会议)

[24]Mengjie Zuo, Haoying Wu, Yi Han*,Yi Zhong, Jiazheng Wang, “Performance Study of Improved BBR Congestion Control Algorithm using QUIC in Wireless LAN,”  11th International Conference on Smart Computing, Networking and Services, 2021. EI会议)

[25]Lu, Fei, and Yi Zhong*. "A model for predicting regional development indicators of transportation networks using regional indices." Proceedings of the romanian academy series a-mathematics physics technical sciences information science, vol. 22, no. 3, pp. 283-290, 2021.

[26]Wang, Kehao, Zhixin Hu, Qingsong Ai, Yi Zhong*, Jihong Yu, Pan Zhou, Lin Chen, and Hyundong Shin. "Joint Offloading and Charge Cost Minimization in Mobile Edge Computing." IEEE Open Journal of the Communications Society 1 (2020): 205-216.

[27]Zhong, Yi, Jianwei Tu, Yang Yu, Jiayun Xu, and Dongmei Tan. "Temperature compensation in viscoelastic damper using magnetorheological effect." Journal of Sound and Vibration 398 (2017): 39-51.

[28]Zhong, Y., J. W. Tu, G. Que, B. Tu, and J. Y. Xu. "Analysis and Control of the Coupled Vibration Between the Ship Lift and Ship Chamber." International Journal of Civil Engineering, vol. 14, no. 5 (2016): 307-324.

[29]Zhou, Qin, Yi Zhong*, Mohammad Mirzazadeh, Ali H. Bhrawy, Essaid Zerrad, and Anjan Biswas. "Thirring combo-solitons with cubic nonlinearity and spatio-temporal 

  主要项目:

1.基于私有大模型的计算仿真分析研究,2024.09-2025.03

2.基于私有大模型的决策推理方法研究,2024.08-至今;

3.电智化时代汽车企业卓越运营数字化研究,2024.07-至今,主持;

4.单店能力提升数字化研究项目,2024.09-至今,主持;

5.AGV物流生态系统数字孪生及智能调度管控项目,2024.07-至今,主持;

6.路面摩擦系数感知软件研发,2021.02-至今;

7.间接式胎压控制系统开发,2019-至今;

8.多节点分布式网关与大数据管理分析系统,2023.11-至今;

9.船舶多源异构信息融合与智能辅助决策分析研究,2022.05-至今;

10.基于三维立体仿真的态势生成与分析,2022.10-2023.12

11. 国家自然科学基金委员会, 面上项目, 51978550, 基于磁流变弹性体和宏纤维复合材料的正交异性钢桥面板疲劳振动的延寿控制, 2020-01-01 2023-12-31, 60万元, 在研, 参与;

12.中华人民共和国科学技术部, 国家重点研发计划(预研)-前沿科技创新专项, 领域知识图谱构建及分析方法研究 , 2019-09 2021-09, 112万元, 结题, 主持;

13.数字孪生和知识图谱技术在汽车智慧生产中的应用研究,2022.06-2023.05

14.面向EODP的物料需求和产能评估研究,2021.05-2021.12

15.基于GIS的船岸货一体化项目,2020.10-2021.05

16.电动客车空调专用变频器设计及产业化研究;

17.家用智能机器人控制系统;

18.大数据信息主题分析系统;

19.交通信息监测及主题分析系统;

20.全向机器人驱动及控制系统设计;

21.智能机器人驱动及控制系统产业化研究;

22.基于领域的知识图谱构建平台;

23.学生轨迹分析系统;

24.家用智能机器人关键技术及产业化研究;

附件: