王田(珠海校区)

基本信息

王田(珠海校区)
  •   姓名:王田
  •   职称:教授  博士生导师
  •   研究方向:物联网、边缘计算、人工智能
  •   邮箱:tianwang@bnu.edu.cn
 

教育背景

  • 2008/10 – 2011/10,香港城市大学,计算机科学,博士
  • 2004/9 – 2007/6,中南大学,计算机应用技术,硕士
  • 2000/9 – 2004/6,中南大学,计算机科学与技术,学士

工作经历

  • 2021.2 - 今,北京师范大学,人工智能与未来网络研究院
  • 2018 - 今,Waseda University(早稻田大学),客座研究员
  • 2018 - 2019,澳门大学,访问研究员
  • 2017/6 - 2021.01,华侨大学,计算机科学与技术学院网络与信息安全系,教授(破格)
  • 2016/1 - 2017/5,华侨大学,计算机科学与技术学院网络工程系,副教授
  • 2012/2 - 2015/12,华侨大学,计算机科学与技术学院网络工程系,讲师
  • 2014/8 - 2014/10,香港理工大学,电子计算学系,Postdoctoral Fellow,合作导师:曹建农(IEEE FELLOW)
  • 2012/8 - 2012/10,香港城市大学,计算机科学系,Research Associate
  • 2006/10 - 2008/9,香港城市大学,计算机科学系,Research Assistant

研究概况

  • 王田,男,生于1982年2月,汉族,香港城市大学计算机科学专业博士,现任北京师范大学(珠海校区)教授,博士生导师。被收录入斯坦福大学2021年发布的“全球Top 2%科学家”榜单,入选福建省“百千万人才工程”省级人选,福建省“杰青”项目获得者,Waseda University(早稻田大学)客座研究员。CCF高级会员,CCF YOCSEF(厦门)2018-2019主席,CCF 物联网专委会委员,CCF普适计算专委会委员,CCF网络与数据通信专委会委员,CCF珠海分部监督委员会委员。
  • 主要从事物联网、边缘计算等新型网络领域的研究工作,在高水平刊物和国际会议上发表论文200余篇,其中以第一/通讯作者在ACM/IEEE Transactions系列期刊上发表论文30篇。论文引用总次数8000多次,H-Index为48,CCF A类期刊9篇,ESI高被引论文10篇(含3篇ESI热点论文),获授权发明专利27项,主持国家自然科学基金4项,主持省级课题4项,获得2015年湖南省自然科学二等奖、第十四届福建省自然科学优秀学术论文一等奖、2020厦门市科学技术进步奖二等奖。

主要获奖与荣誉

  • 福建省“百千万人才工程”省级人选
  • 福建省自然科学杰出青年项目(“省杰青”)
  • CCF YOCSEF(厦门)2018-2019主席
  • Waseda University(早稻田大学)客座研究员
  • 福建省“高校杰出青年科研人才”
  • 厦门市“海外高层次留学人员”
  • 泉州市高层次人才
  • 湖南省自然科学奖,二等奖,2015
  • 厦门市科学技术进步奖,二等奖,2020
  • 十四届福建省自然科学优秀学术论文,一等奖,2020
  • 厦门市科学技术进步奖,三等奖,2018
  • 十二届福建省自然科学优秀学术论文,三等奖,2016
  • 福建省优秀专业硕士学位论文奖(导师),2019
  • 福建省优秀硕士学位论文奖(导师),2016
  • 湖南省优秀硕士学位论文奖,2009

科研项目(主持)

  • 1.国家自然科学基金面上项目,62172046,传感云系统中云-边-端数据协同关键技术研究,2022/01-2025/12,59万元,在研,主持
  • 2.国家自然科学基金面上项目,61872154,基于雾计算模式的传感云可信数据收集技术,2019/01-2022/12,64万元,在研,主持
  • 3.广东省教育厅普通高校重点领域专项项目,2021ZDZX1063,异构物联网中基于边缘计算的联邦学习资源优化技术研究,2021/12-2023/12,20万元,在研,主持
  • 4.福建省社会科学规划一般项目,FJ2018B038,网络恶意舆情信息溯源与安全风险评估研究,2018/10-2020/09,5万元,已结题,主持
  • 5.福建省自然科学基金面上项目, 2018J01092, 基于雾计算模式的传感云安全问题研究,2018/04-2021/04,4万元,已结题,主持。
  • 6.福建省高校杰出青年科研人才培育计划项目,基于雾计算的传感云安全问题研究,2017/08-2020/07,4万元,已结题,主持。
  • 7.国家自然科学基金面上项目,61572206,基于移动雾节点的传感云关键技术研究,2016/01-2016/12,18.8万元,已结题,主持。
  • 8.福建省自然科学基金面上项目,2014J01240,运动式视频监控的路径规划,2014/01-2016/12,5万元,已结题,主持。
  • 9.国家自然科学基金青年项目,61202468,基于可移动摄像头的协同式安全监控和目标跟踪,2013/01-2015/12,25万元,已结题,主持。

教改项目

  • 面向互联网+的计算机网络课程创新创业教育改革研究, FBJG20180020, 2018年福建省本科高校教育教学改革研究项目(一般教改项目), 蒋文贤、田晖、王晋隆、王华珍、王田、叶剑虹、潘玉彪、周长利,2018/06-2020/06

学术兼职

  • Associate Editors:
  • International Journal of Computers and Applications(Taylor & Francis)
  • International Journal of Cognitive Computing in Engineering
  • Guest Editors:
  • (1)Journal of Systems Architecture-Special Issue on Trustworthiness and Privacy in Sensor-Cloud Systems (CCF B, SCI 3区期刊,2020-2021)
  • (2)Cluster Computing-Special Issue on Security and Privacy in Sensor Cloud Integration(SCI 3区期刊,2017-2018)
  • (3)Concurrency and Computation: Practice and Experience (CCPE)- Special Issue on Security and Privacy Issues in Fog Computing (SCI期刊,CCF推荐期刊,2017-2018)
  • General Chairs:
  • The 21st International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2021, CCF 推荐会议)
  • The 3rd International Symposium on Sensor-Cloud Systems (SCS 2017), Guangzhou, China
  • The 4th International Symposium on Sensor-Cloud Systems (SCS 2018), Melbourne, Australia
  • The 5th International Symposium on Sensor-Cloud Systems (SCS 2019), Atlanta, US.
  • The 6th International Symposium on Sensor-Cloud Systems (SCS 2020), Nanjing, China
  • The 7th International Symposium on Sensor-Cloud Systems (SCS 2021), NewYork, US
  • International Workshop on Fog Computing Technologies and Applications (FogCom 2019)
  • The First International Workshop on Edge Computing and Artificial Intelligence based Sensor-Cloud System (ECAISS 2019)
  • The 18th IEEE International Conference on Embedded and Ubiquitous Computing (IEEE EUC 2020)

特邀报告

  • (1)“Edge Computing and Edge Intelligence in Sensor-Cloud System”, 19th International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom 2020), 2020.12.31
  • (2)“Edge Intelligence and its applications in Sensor-Cloud System”, The 3rd International Workshop on Cyberspace Security (IWCSS 2019), Guangzhou, China, 2019.11.12
  • (3)“当传感云遇上雾计算”,第三届CCF智能感知与城市计算前沿论坛,CCF普适计算专委会, 厦门,中国,2019年6月1日
  • (4)“When Sensor-Cloud Meets Fog Computing”, 2018 Special Session on Collaborative Computing with Cloud and Client Workshop (C4W 2018), Guangzhou, China, October 7-11, 2018.

Book Chapter:

  • (1)Tian Wang, Jiyuan Zhou, Hao Luo, Yang Li, Md ZakirulAlam Bhuiyan, Mobile Sensor and Cloud Computing with the Aid of the Crowd, BOOK-Crowd Assisted Networking and Computing, September, 2018, CRC Press, Taylor & Francis, USA, ISBN 9780429843594

代表性科研论文(中科院大类分区)

  • (1) Tian Wang*, Yucheng Lu, Jianhuang Wang, Hong-Ning Dai, Xi Zheng, Weijia Jia, EIHDP: Edge-Intelligent Hierarchical Dynamic Pricing Based on Cloud-Edge-Client Collaboration for IoT Systems, IEEE Transactions on Computers, 2021,70(8): 1285-1298 CCF A
  • (2) Xuxun Liu, Peihang Lin, Tang Liu, Tian Wang*, Anfeng Liu, Wenzheng Xu, Objective-Variable Tour Planning for Mobile Data Collection in Partitioned Sensor Networks, IEEE Transactions on Mobile Computing, 2020, 10.1109/TMC.2020.3003004 CCF A
  • (3) Tian Wang, Pan Wang, Shaobin Cai, Xi Zheng, Ying Ma, Weijia Jia, Guojun Wang, Mobile Edge-Enabled Trust Evaluation for the Internet of Things. Information Fusion, 2021,75:90-100 IF: 13.669
  • (4) 刘艳,王田*,彭绍亮,王国军,贾维嘉,基于联邦学习的模型清洗和设备聚类方法,计算机学报, 2021 CCF A
  • (5) 张依琳, 梁玉珠, 尹沐君, 全韩彧, 王田*, 贾维嘉,移动边缘计算中计算卸载方案研究综述, 计算机学报, 2021 CCF A
  • (6) 孙兵,刘艳,王田*,彭绍亮,王国军,贾维嘉,移动边缘网络中联邦学习效率优化研究综述,计算机研究与发展,2021 CCF A
  • (7) Tian Wang, Haoxiong Ke, Alireza Jolfaei, Mohammad Sayad Haghighi, Sheng Wen, Shuqiang Huang, Missing Value Filling Based on the Collaboration of Cloud and Edge in Artificial Intelligence of Things, IEEE Transactions on Industrial Informatics
  • (8) Tian Wang, Quan Yang, Xuewei Shen, A Privacy-Enhanced Retrieval Technology for Cloud-assisted Internet of Things, IEEE Transactions on Industrial Informatics, 10.1109/TII.2021.3103547, 2021
  • (9) Tian Wang, Yilin Zhang, Neal N. Xiong, Shigen Shen, Shuqiang Huang, An Effective Edge-Intelligent Service Placement Technology for 5G-and-beyond Industrial IoT, IEEE Transactions on Industrial Informatics, 10.1109/TII.2021.3114300, 2021
  • (10)Tian Wang, Yan Liu, Xi Zheng, Hong-Ning Dai, Weijia Jia, Mande Xie. Edge-based Communication Optimization for Distributed Federated Learning. IEEE Transactions on Network Science and Engineering, 2021, 10.1109/TNSE.2021.3083263
  • (11)Tian Wang, Yuzhu Liang, Yi Yang, Guangquan Xu, Hao Peng, Anfeng Liu, and Weijia Jia, An Intelligent Edge-Computing-Based Method to Counter Coupling Problems in Cyber-Physical Systems, IEEE Network, 2020, 34(3):16-22
  • (12)Tian Wang, Guangxue Zhang, Anfeng Liu, Md Zakirul Alam Bhuiyan, Qun Jin, A Secure IoT Service Architecture with an Efficient Balance Dynamics Based on Cloud and Edge Computing, IEEE Internet of Things Journal, 2019,6(3):4831-4843. 物联网领域顶级期刊 ESI热点论文
  • (13)Tian Wang*, Jiyuan Zhou, Anfeng Liu, Md Zakirul Alam Bhuiyan, Guojun Wang, Weijia Jia. Fog-based Computing and Storage Offloading for Data Synchronization in IoT, IEEE Internet of Things Journal, 2019, 6(3): 4272-4282. IF: 9.515,1区,物联网领域顶级期刊 ESI热点论文
  • (14)Tian Wang*, Md Zakirul Alam Bhuiyan, Guojun Wang, Arafatur Rahman, Jie Wu, and Jiannong Cao, Big Data Reduction for a Smart City’s Critical Infrastructural Health Monitoring, IEEE Communications Magazine, 2018,56(3):128-133.IF: 10.356,1区 ESI高被引论文
  • (15)Tian Wang, Haoxiong Ke, Xi Zheng, Kun Wang, Arun Kumar Sangaiah, Anfeng Liu, Big Data Cleaning Based on Mobile Edge Computing in Industrial Sensor-Cloud, IEEE Transactions on Industrial Informatics, 2020,16(2): 1321-1329 IF: 7.377 ESI高被引论文
  • (16)Tian Wang, Md Zakirul Alam Bhuiyan, Guojun Wang, Lianyong Qi, Jie Wu, and Thaier Hayajneh, Preserving Balance between Privacy and Data Integrity in Edge-Assisted Internet of Things, IEEE Internet of Things Journal, 2020,7(4):2679-2689. IF: 9.515,1区,物联网领域顶级期刊 ESI高被引论文
  • (17)Tian Wang, Hao Luo, Xiangxiang Zeng, Zhiyong Yu, Anfeng Liu, Arun Kumar Sangaiah, Mobility Based Trust Evaluation for Heterogeneous Electric Vehicles Network in Smart Cities, IEEE Transactions on Intelligent Transportation Systems, 2021, 22(3): 1797-1806
  • (18)Tian Wang, Zhihan Cao, Shuo Wang, Jianhuang Wang, Lianyong Qi, Anfeng Liu, Mande Xie, Xiaolong Li, Privacy-Enhanced Data Collection Based on Deep Learning for Internet of Vehicles, IEEE Transactions on Industrial Informatics, 2020,16(10):6663-6672
  • (19)Tian Wang, Lei Qiu, Arun Kumar Sangaiah, Anfeng Liu, Md Zakirul Alam Bhuiyan, Ying Ma. Edge-Computing-based Trustworthy Data Collection Model in the Internet of Things, IEEE Internet of Things Journal, 2020,7(5):4218-4227 ESI高被引论文
  • (20)Tian Wang, Xuewei Shen, Mohammad S. Obaidat, Xuxun Liu, Shaohua Wan, Edge Learning-based Hierarchical Prefetching for Collaborative Information Streaming in Social IoT Systems, IEEE Transactions on Computational Social Systems, 10.1109/TCSS.2020.3041171
  • (21)Tian Wang, Lei Qiu, Arun Kumar Sangaiah, Guangquan Xu, Anfeng Liu, Energy-efficient and Trustworthy Data Collection Protocol Based on Mobile Fog Computing in Internet of Things, IEEE Transactions on Industrial Informatics, 2020,16(5):3531-3539. IF: 7.377, 1区 ESI高被引论文
  • (22)Tian Wang, Hao Luo, Xi Zheng, Mande Xie. Crowdsourcing Mechanism for Trust Evaluation in CPCS based on Intelligent Mobile Edge Computing. ACM Transactions on Intelligent Systems and Technology, 2019, 10(6): 62. IF: 2.861 ESI高被引论文
  • (23)Tian Wang, Hao Luo, Weijia Jia, Anfeng Liu, Mande Xie, MTES: An Intelligent Trust Evaluation Scheme in Sensor-Cloud Enabled Industrial Internet of Things, IEEE Transactions on Industrial Informatics, 2020,16(3): 2054-2062 IF: 7.377, 1区 ESI高被引论文
  • (24)Tian Wang, Yuzhu Liang, Yilin Zhang, Xi Zheng, Muhammad Arif, Jin Wang, Qun Jin, An Intelligent Dynamic Offloading from Cloud to Edge for Smart IoT Systems with Big Data, IEEE Transactions on Network Science and Engineering, 2020,7(4):2598-2607 IF:5.213
  • (25)Tian Wang, Dan Zhao, Shaobin Cai, Weijia Jia, Anfeng Liu, Bidirectional Prediction-based Underwater Data Collection Protocol for End-Edge-Cloud Orchestrated System, IEEE Transactions on Industrial Informatics, 2020,16(7):4791-4799, IF: 7.377, 1区 ESI热点论文
  • (26)Tian Wang, Pan Wang, Shaobin Cai, Ying Ma, Anfeng Liu, Mande Xie, A Unified Trustworthy Environment Establishment based on Edge Computing in Industrial IoT, IEEE Transactions on Industrial Informatics, 2020,16(9):6083-6091
  • (27)Xuxun Liu, Tian Wang*, Weijia Jia, Anfeng Liu, Quick Convex Hull-Based Rendezvous Planning for Delay-Harsh Mobile Data Gathering in Disjoint Sensor Networks, IEEE Transactions on Systems Man Cybernetics-Systems, 51(6):3844-3854, 2021 ESI高被引论文
  • (28)Xuxun Liu, Mohammad S. Obaidat, Chi Lin, Tian Wang*, and Anfeng Liu, "Movement-Based Solutions to Energy Limitation in Wireless Sensor Networks: State of the Art and Future Trends", IEEE Network, 35(2): 188-193, 2021.
  • (29)Ying Ma, Yunjie Lei, Tian Wang*, A Natural Scene Recognition Learning Based on Label Correlation, IEEE Transactions on Emerging Topics in Computational Intelligence, DOI: 10.1109/TETCI.2020.3034900.
  • (30)Tian Wang, Yang Li, Guojun Wang, Jiannong Cao, Md Zakirul Alam Bhuiyan, Weijia Jia, Sustainable and Efficient Data Collection from WSNs to Cloud, IEEE Transactions on Sustainable Computing, 2019,4(2):252-262.
  • (31)Tian Wang, Yuzhu Liang, Yujie Tian, Md Zakirul Alam Bhuiyan, Anfeng Liu, A. Taufiq Asyhari, Solving Coupling Security Problem for Sustainable Sensor-Cloud Systems based on Fog Computing, IEEE Transactions on Sustainable Computing, 2021,6(1):43-53.
  • (32)Tian Wang, Jiyuan Zhou, Xinlei Chen, Guojun Wang, Anfeng Liu, Yang Liu, A Three-Layer Privacy Preserving Cloud Storage Scheme based on Computational Intelligence in Fog Computing, IEEE Transactions on Emerging Topics in Computational Intelligence, 2018,2(1):3-12.
  • (33)Tian Wang, Wenhua Wang, Anfeng Liu, Shaobin Cai, Jiannong Cao, Improve the Localization Dependability for Cyber-Physical Applications, ACM Transactions on Cyber-Physical Systems, 2018,3(1):6
  • (34)Tian Wang, Yang Li, Weiwei Fang, Wenzheng Xu, Junbin Liang, Yewang Chen, Xuxun Liu, A Comprehensive Trustworthy Data Collection Approach in Sensor-Cloud Systems, IEEE Transactions on Big Data, doi.org 10.1109/TBDATA.2018.2811501
  • (35)Tian Wang, Zhen Peng, Junbin Liang, Sheng Wen, MD Zakirul Alam Bhuiyan, Yiqiao Cai, Jiannong Cao, Following Targets for Mobile Tracking in Wireless Sensor Networks, ACM Transactions on Sensor Networks, 2016, 12(4):31.1-31.24. CCF B类期刊,IF: 2.507,3区
  • (36)Tian Wang*, Weijia Jia, Guoliang Xing, Minming Li, Exploiting Statistical Mobility Models for Efficient Wi-Fi Deployment, IEEE Transactions on Vehicular Technology, 2013, 62(1):360-373.IF: 5.339
  • (37)梁玉珠,梅雅欣,杨毅,马樱,贾维嘉, 王田*,一种基于边缘计算的传感云低耦合方法,计算机研究与发展, 2020,57(3): 639-648. CCF A类中文期刊
  • (38)曾建电, 王田*, 贾维嘉,彭绍亮, 王国军. 传感云研究综述. 计算机研究与发展, 2017, 54(5), 925-939 F5000论文,CCF A类中文期刊

授权发明专利

  • (1)王田,吴尤可,彭臻,基于蓝牙的匿名团体投票方法,2016.05.18,中国,ZL2013105356249
  • (2)王田,安博阳,基于蓝牙的名片传输方法,2016.04.13,中国,ZL2013100872299
  • (3)王田,许迪文,王成,钟必能,张国亮,蔡奕侨,一种手机打车的订单自动选择方法, 2018.05.25,中国,ZL201510236530.0
  • (4)王田,苏耕民,钟必能,陈永红,蔡奕侨,田晖,王成,一种行车跟随方法和系统, 2018.04.17,中国,ZL201510236744.8
  • (5)王田,吴尤可,文晟,钟必能,王成,吴群,一种基于机器学习的网络用户安全状态评估方法,2018.11.27,中国,ZL2016104797479
  • (6)王田,王文华,陈永红,田晖,蔡奕侨,王成,一种基于移动设备自身信息的无线定位方法,2019.02.26,中国,ZL2016101204838
  • (7)王田,文晟,吴群,吴尤可,梁俊斌,赖永炫,一种基于反向传播的网络风险源头追溯方法,2019.02.26,中国,ZL2016104822786
  • (8)王田,吴群,蔡绍滨,陈永红,田晖,蔡奕侨,一种基于微观状态预测的网络风险控制方法,2019.05.03,中国,ZL2016108830673
  • (9)王田,缪海星,蒋文贤,王文华,吴尤可,一种基于时延受限的无线传感网中移动式能量补充方法,2019.06.04,中国,ZL2016108794893
  • (10)王田,曾建电,吴尤可,钟必能,陈叶旺,基于已知轨道的多摄像头合作接力监控方法,2019.12.13,中国,ZL2017103521926
  • (11)王田,李洋,钟必能,王成,田晖,一种基于多移动基站的传感云数据收集方法,2019.11.12,中国,ZL2016106501493
  • (12)王田,李洋,蔡绍滨,田晖,陈永红,蔡奕侨,一种可信的传感云数据收集评估方法,2019.12.17,中国,ZL201710248824.4
  • (13)王田,罗皓,王成,蔡绍滨,高振国,一种基于移动雾节点的传感云底层节点信任评价方法,2021.08.03,中国,ZL201811548674.X
  • (14)王田,黄海阳,赵俊杰,王成,吴尤可,社交网络中基于移动节点的辟谣方法,2021.03.09,中国,ZL201811139993.5
  • (15)王田,张广学,梁玉珠,沈雪微,罗浩,基于雾计算和分层信任评价机制的隐藏数据攻击检测方法,2021.02.02,中国,ZL201810455236.2

软件著作权

  • (1)王田,王成,崔倩倩,吴友达,黄丽,蔡奕侨,基于多跳传输的匿名团体投票系统,软著登字第1044365号
  • (2)王田,许迪文,吴尤可,AD打车系统,软著登字第1187278号
  • (3)王田, 梁玉珠,基于扩展卡尔曼滤波的移动群体定位系统,软著登字第1617100号
  • (4)王田,李洋,黄明,基于NFC的课堂点名与交流反馈系统,软著登字第2020186号
  • (5)王田, 郭逸峰,基于Android平台的益学闹钟系统,软著登字第1610786号
  • (6)王田, 吴友达,基于安卓手机的学生财务管理系统,软著登字第1614318号
  • (7)王田,张广学,许迪文,基于路线分享的新型社交平台,软著登字第2018944号
  • (8)王田,王成,崔倩倩,吴友达,黄丽,蔡奕侨,基于多跳传输的匿名团体投票系统,软著登字第1044365号

指导学生竞赛

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