赵彦超研究生导师介绍
姓名赵彦超 性 别:  行政职务 :
专业技术职务副教授 办公电话 导师类别硕士生导师
最后学历博士毕业 最后学位博士 最后毕业学校南京大学
电子邮件yczhao@nuaa.edu.cn  
工作单位计算机科学与技术学院    
学科研究方向一:
专业名称计算机科学与技术 (招收硕士研究生)                                                                  学科代码11081200
研究领域主要包括大数据处理,边缘计算,计算机网络。目前重点的研究领域为无线感知及其在人机交互及安全机制的研究,机器学习算法在计算机网络中的应用,边缘计算中的分布式智能算法及安全机制,基于图像等多模态数据的室内定位等。
个人简历(学历、学术经历及社会兼职):
于南京大学计算机科学与技术学院分别获得学生及博士学位。2015年入职南京航空航天大学,从事智能感知计算,无线网络优化及移动云计算方面的工作。于2011年在美国天普大学进行访问研究。于2015年9月及10月于法国巴黎六大及德国哥廷根大学进行访问研究。研究成果发表于INFOCOM等国际顶级会议及期刊上。


发表学术论文,出版专著情况:
发表包括多篇CCF A类推荐的高水平国际期刊及会议论文近30篇。包括
[1] Xiaojun Zhu, Bing Chen, Muhui Shen, and Yanchao Zhao. Inapproximability results and suboptimal algorithms for minimum delay cache placement in campus networks with content-centric network routers. The Journal of Supercomputing, pages 1–24, 2019.
[2] 张佳乐, 赵彦超, 陈兵, 胡峰, and 朱琨. 边缘计算数据安全与隐私保护研究 综述. 通信学报, 39(3):1–21, 2018.
[3] Qiuhong Wang, Jingjing Gu, Haitao Huang, and Yanchao Zhao. Online drone-based moving target detection system in dense-obstructer environ- ment. In 2018 IEEE 24th International Conference on Parallel and Dis- tributed Systems (ICPADS), pages 860–867. IEEE, 2018.
[4] Yanchao Zhao, Jie Wu, Wenzhong Li, and Sanglu Lu. Efficient interfer- ence estimation with accuracy control for data-driven resource allocation in cloud-ran. Sensors, 18(9):3000, 2018.
[5] Jing Xu, Hongyan Qian, and Yanchao Zhao. Accurate moving distance estimation via multi-modal fusion from imu sensors and wifi signal. In International Conference on Cloud Computing and Security, pages 3–15. Springer, Cham, 2018.
[6] Jing Xu, Yanchao Zhao, Jie Wu, and Hongyan Qian. Enhancing smartphone-based multi-modal indoor localization with camera and wifi signal. In 2018 IEEE 15th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), pages 147–148. IEEE, 2018.
[7] Jiale Zhang, Bing Chen, Yanchao Zhao, Xiang Cheng, and Feng Hu. Data security and privacy-preserving in edge computing paradigm: Survey and open issues. IEEE Access, 6:18209–18237, 2018.
[8] Jiale Zhang, Yanchao Zhao, Jie Wu, and Bing Chen. Lpda-ec: A lightweight privacy-preserving data aggregation scheme for edge computing. In 2018 IEEE 15th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), pages 98–106. IEEE, 2018.
[9] Shangqing Liu, Yanchao Zhao, and Bing Chen. Wicount: A deep learning approach for crowd counting using wifi signals. In 2017 IEEE Interna- tional Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), pages 967–974. IEEE, 2017.

[10] Shangqing Liu, Yanchao Zhao, and Bing Chen. Wismart: Robust human access and identification for smart homes using wifi signals. In International Conference on Cloud Computing and Security, pages 855–861. Springer, Cham, 2017.
[11] Wenzhong Li, Jinggong Zhang, and Yanchao Zhao. Conflict graph embed- ding for wireless network optimization. In IEEE INFOCOM 2017-IEEE Conference on Computer Communications, pages 1–9. IEEE, 2017.
[12] Yanchao Zhao, Wenzhong Li, Jie Wu, Sanglu Lu, and Bing Chen. Com- pressed rss measurement for communication and sensing in the internet of things. Wireless Communications and Mobile Computing, 2017, 2017.
[13] Ruiyu Zheng, Yanchao Zhao, and Bing Chen. Device-free and robust user identification in smart environment using wifi signal. In 2017 IEEE Interna- tional Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), pages 1039–1046. IEEE, 2017.
[14] Muhui Shen, Bing Chen, Xiaojun Zhu, and Yanchao Zhao. Towards optimal cache decision for campus networks with content-centric network routers. In 2016 IEEE Symposium on Computers and Communication (ISCC), pages 810–815. IEEE, 2016.
[15] Xiaoxiao Cao, Bing Chen, and Yanchao Zhao. Wi-wri: Fine-grained writing recognition using wi-fi signals. In 2016 IEEE Trustcom/BigDataSE/ISPA, pages 1366–1373. IEEE, 2016.
[16] Yanchao Zhao, Wenzhong Li, and Sanglu Lu. Navigation-driven handoff minimization in wireless networks. Journal of Network and Computer Ap- plications, 74:11–20, 2016.
[17] Xiaoxiao Cao, Bing Chen, and Yanchao Zhao. Wi-play: Robust human activity recognition for somatosensory game using wi-fi signals. In Inter- national Conference on Cloud Computing and Security, pages 205–216. Springer, Cham, 2016.
[18] Haiyan Guan, Hongyan Qian, and Yanchao Zhao. Location privacy pro- tected recommendation system in mobile cloud. In International Confer- ence on Cloud Computing and Security, pages 409–420. Springer, Cham, 2016.
[19] Yan-Chao Zhao, Jie Wu, Wen-Zhong Li, and Sang-Lu Lu. Throughput optimization in cognitive radio networks ensembling physical layer mea- surement. Journal of Computer Science and Technology, 30(6):1290–1305, 2015.
[20] Yanchao Zhao, Wenzhong Li, Jie Wu, and Sanglu Lu. Efficient rss mea- surement in wireless networks based on compressive sensing. In 2015 IEEE 34th International Performance Computing and Communications Conference (IPCCC), pages 1–8. IEEE, 2015.
[21] Yanchao Zhao, Wenzhong Li, Jie Wu, and Sanglu Lu. Quantized conflict graphs for wireless network optimization. In Computer Communications (INFOCOM), 2015 IEEE Conference on, pages 2218–2226. IEEE, 2015.
[22] Yan-Chao Zhao, Jie Wu, and Sang-Lu Lu. 基于物理层测量的认知无线电 网络吞吐量优化. 计算机科学技术学报, 30(6):1290–1305, 2015.
[23] Wenzhong Li, Yanchao Zhao, Sanglu Lu, and Daoxu Chen. Mechanisms and challenges on mobility-augmented service provisioning for mobile cloud computing. IEEE Communications Magazine, 53(3):89–97, 2015.
[24] Jie Wu, Ying Dai, and Yanchao Zhao. Effective channel assignments in cognitive radio networks. Computer Communications, 36(4):411–420, 2013.
[25] Yanchao Zhao, Jie Wu, and Sanglu Lu. Efficient sinr estimating with ac- curacy control in large scale cognitive radio networks. In 2011 IEEE 17th International Conference on Parallel and Distributed Systems, pages 549–556. IEEE, 2011.
[26] Yanchao Zhao, Jie Wu, and Sanglu Lu. Throughput maximization in cog- nitive radio based wireless mesh networks. In 2011-MILCOM 2011 Military Communications Conference, pages 260–265. IEEE, 2011.
[27] Jie Wu, Ying Dai, and Yanchao Zhao. Local channel assignments in cogni- tive radio networks. In 2011 Proceedings of 20th international conference on computer communications and networks (ICCCN), pages 1–6. IEEE, 2011.
[28] Yanchao Zhao, Wenzhong Li, Jue Hong, Zhuo Li, Sanglu Lu, and Daoxu Chen. On handoff minimization in wireless networks: From a navigation perspective. In 2010 IEEE Wireless Communication and Networking Con- ference, pages 1–6. IEEE, 2010.


科研成果获奖及专利:
已申请及公开的专利8项。
承担的科研项目情况:
目前主持国家自然科学基金,江苏省自然科学基金,国家博士后基金一等资助,国家博士后特别资助,南京大学重点实验室开放基金在内的科研纵向基金6项。另外主持同华为公司国家电网公司的横向项目2项。参与包括国防重点研发计划项目,JW科技委装发项目,华为高校合作项目,国家电网科技项目,国家自然科学基金在内的科研基金4项。
指导研究生情况:

目前小组人员6名,招收2名研究生,从事基于深度学习的无线感知方向、分布式深度神经网络的感知大数据处理,基于计算机视觉的室内定位导航。欢迎具相关基础的同学和我联系。相关工作已经有在理论及系统方面有很好的基础。在相关方向已经有两篇校级优秀毕业论文及多篇CCF推荐的会议及期刊论文。
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