1基本信息
姓名:赵园
性别:女
职称:讲师(硕导)
办公电话:0411-87403466,
办公地点:电子实验楼101
电子邮箱:zycandice@163.con
研究方向:智能网联车控制;网络攻击安全控制;多智能体系统协同控制研究;车流量预测
招生信息:每年招收控制学硕2名,电子信息专硕2名。
2个人简介
赵园,大连海事大学本科、博士,香港中文大学博士后,硕士生导师, 大连市青年才俊。中国自动化学会会员,IEEE会员。科研成果主要包括:设计了在智能交叉口的基于数据隐私保护机制的网联车辆协同控制算法;建立了在网络攻击下的网联车辆的弹性控制框架;建立了基于通信时延的互联车辆采样控制的模型;设计在通信受限下的车辆分布式控制协议。共发表SCI检索论文16篇,EI检索与中文核心19篇,授权发明专利1项,申请软件著作权2项。共参与国家自然科学基金4项,主持、参与并结题省级自然科学基金2项,参与并结题香港创新署基金1项,主持并结题校级博士项目1项,指导局级研究生创新项目3项。
3主要科研项目
[1]省自然科学基金: 拒绝服务攻击下基于量化信息的互联车辆系统安全控制研究,基金号:20JCQNJC00390,执行期,2020.4-2022.4,主持
[2] 混合流以及智能交叉口场景下基于隐私保护的网联自动驾驶车辆协同控制方案,基金号:2022SKYZ375,执行期:2023.1-2023.12, 指导教师。
[3]研究生科研创新项目:考虑自动驾驶渗透率下的无信号灯交叉路口车辆协同控制方法研究,基金号:2021YJSO2S31,执行期:2022.1-2022.12,指导教师.
[4]香港创新及科技署基金:基于大规模物联网设备的通信与控制综合研究,基金号:ITS/066/17FP, 执行期:2018.01-2020.2. 参与
[5]博士基金:基于混合触发策略的移动传感网协作控制研究,基金号: 135202XB1613,执行期:2017.01-2019.12,主持
[6]国家自然科学基金:智能车路系统中车-路协同控制,基金号:61573077, 执行期:2016.01-2019.12, 参与
[7]国家自然科学基金:基于无线网络的协作式车辆自适应巡航控研究,基金号:61304192, 执行期:2014.1.1-2016.12, 参与
4. 主要科研成果
[1] Yuan Zhao, Dekui Gong, Shixi Wen, Lei Ding, Ge Guo. A Privacy-Preserving-Based Distributed Collaborative Scheme for Connected Autonomous Vehicles at Multi-Lane Signal-Free Intersections. IEEE Transactions on Intelligent Transportation Systems, Regulate paper, DOI: 10.1109/TITS.2023.3346395, 2023.
[2] Yuan Zhao, Zhongchang Liu, Wing Shing Wong, Resilient Platoon Control of Vehicular Cyber Physical Systems under DoS Attacks and Multiple Disturbances. IEEE Transactions on Intelligent Transportation Systems, Regulate paper, vol.23,no.8, 10945-10956,2022.
[3] Jian. Gong, Yuan. Zhao, Jinde. Cao, Jianhua. Guo, Mahmoud Abdel-Aty Wei. Huang, A Virtual Spring Strategy for Cooperative Control of Connected and Automated Vehicles at Signal-Free Intersections. IEEE Transactions on Intelligent Transportation Systems,vol.25, no.2, 1430-1444,2024
[4] Shixi Wen, Ge Guo, Yuan Zhao, Zhenyu, Gao. Adaptive Optimal Control for Vehicle Platoons with Uncertain Communication Topology, IEEE Transactions on Vehicular Technology,2024, DoI 10.1109/TVT.2024.3389682.
[5]Yuan Zhao Mingxin Li , Shixi, Wen. Dual flow fusion graph convolutional network for traffic flow prediction, International Journal of Machine Learning and Cybernetics DOI : 10.1007/s13042-024-02101-x, 2024.
[6]Dekui Gong, Yuan Zhao*, Ying Li, Jian Gong, Hui Zhao, Lei Ding, Multi-Lane Signal-Free Intersection Cooperation Scheme for Connected and Automated Vehicles with Local Dynamic Resequencing Strategy, Journal of Transportation Engineering, Part A: Systems, Vol. 149, No. 9,2023. 10.1061/JTEPBS/TEENG-7668.
[7]Hui Zhao, Xuewu Dai, Yuan Zhao, Sliding-mode Adaptive Control for Multiple High-speed Trains with State Constraints and Input Saturation, International Journal of Control, Automation and Systems, 21, pages3607–3616 ,2023.
[8] Yongjian Wang,Shihua Li, Xisong Chen, Yuan Zhao, Cheng Qian, De Bao. A novel operational modality classification method based on image joint contrast.Chemical Engineering Science,277, 118864.,2023.
[9]Lei Ding, Maojiao Ye, Yuan Zhao, “Fully Distributed Resilient Cooperative Control of Vehicular Platoon Systems Under DoS Attacks”, IEEE/CAA Journal of Automatica Sinica, 2022, vol.9 no.5, pp.937-940.
[10] Jian Gong, Jinde Cao, Yuan Zhao, Yun Wei , Jianhua Guo, Wei Huang. Sampling-based cooperative adaptive cruise control subject to communication delays and actuator lags. Mathematics and Computer in Simulation, 171(2020), 13-25.
[11] Jian Gong, Yuan Zhao*, Zibao Lu. Sampled-data vehicular platoon control with communication delay. Proceeding of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering. 232(2018), 39-49.
[12]Yuan Zhao*, Ge Guo, Lei Ding, Jian Gong, Zibao Lu. Guaranteed consensus control of mobile sensor networks with partially unknown switching probabilities. Acta Automatica Sinica, 43(2017), 1265-1272.
[13] Yuan Zhao, Ge Guo, Distributed tracking control of mobile sensor networks with intermittent communications, Journal of the Franklin Institute, 354( 2017) 3634-3647.
[14] Yuan Zhao, Ge Guo, Lei Ding, Guaranteed cost control of mobile sensor networks with Markov switching topologies, ISA Transactions, 58 (2015), 206-213. (中科院JCR二区,IF5.468)
[15] Yuan Zhao, Lei Ding, Ge Guo, Event-triggered average consensus for mobile sensor networks under a given energy budget, Journal of the Franklin Institute, 352(2015), 5646-5660. (中科院JCR二区,IF4.504)
[16] Ge Guo, Yuan Zhao, Cooperation of multiple mobile sensors with minimum energy cost for mobility and communication, Information Sciences, 254 (2014), 69–82.
5.发明专利
[1].赵园, 赵子平.《一种基于均匀量化通信数据的互联异构车辆的全分布控制方法》专利号CN202110437041.7,授权公号为CN113282079B,2022年8月5号。
6.学术兼职
[1]担任中国控制会议(CCC)的程序委员会委员2018-2024。
[2]担任多个著名控制期刊审稿专家,例如,IEEE Transactions on Intelligent Transportation Systems;IEEE Transactions on Circuits and Systems;IEEE Transactions on Industrial Informatics; Information Sciences;International Journal of Robust and Nonlinear Control; Journal of the Franklin Institute;自动化学报等。
7.参与专著编写
[1].郭戈,岳伟,智能交通系统中的车辆协同控制。机械工业出版社,2016年5月,ISBN978-7-111-53209-5。
8.荣誉
2023年大连大学最佳研究生导师
9.教授课程
智能控制(本),人工智能(本),检测技术及自动化(研)
10.指导优秀本科毕业论文
[1]2017年5月 辜振贤 《快递内部管理系统的设计与实现》
[2]2021年5月 郑焜元《基于深度学习的城市车辆交通流量分析算法研究与应用》
[3]2022年5月 郭鹏博《基于AR的诗词学习软件设计与实现》