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科研团队

智慧空间实验室成立时间:2014年3月;

研究方向:人工智能与深度学习、压缩感知技术、雾计算与边缘计算、物联网与无线传感器网络、外骨骼机器人系统与双足机器人系统等涉及计算机、电子、通信、数学等多学科门类交叉融合的研究方向;

团队成员:实验室现有本科生10名,国内研究生29名,外国研究生5名,专任教师3名;

实验室主页:http://www.ubismarter.com/


研究经历与兴趣

人工智能,深度学习,强化学习,联邦学习,分布式机器学习算法

宽带有线与无线网络,传感器网络,物联网,移动边缘计算网络

雾计算与边缘计算

缺失信息背景下的压缩感知理论

复杂网络与控制融合,无线传感器网络自动控制应用

凸优化与分布式优化算法在物联网中的应用

大规模分布式多跳网络信息论,大规模网络中的实用通信与性能评价

服务驱动的网络技术,家庭网络通信与自动化

普适医疗服务监测系统

外骨骼机器人系统与双足机器人系统


招生对象

计算机科学与技术专业学术型硕士生  

电子信息专业专业学位硕士生


招生要求

具备自驱力和钻研能力,对科学研究具有浓厚兴趣,有一定的数学分析或者嵌入式系统开发能力或者软件系统开发能力,具备团队精神


教育背景

博士:上海交通大学电子工程与电力工程学院 2003-2008

硕士:西安石油大学石油工程系                     1999-2002

学士:西安石油大学石油工程系                     1994-1998


工作经历

浙江师范大学数理与信息工程学院 副教授 校聘教授 2011-至今

韩国浦项工业大学信息技术融合系 助教                   2010-2011

韩国浦项工业大学信息技术融合系 BK21博士后        2009-2011

法国埃弗里大学计算机系博士后                               2008-2009


科研项目

2021 项目负责人:1/8;方向:物联网,无线传感器网络,压缩感知;项目来源:国家自然科学基金面上项目;项目名称:大规模无线传感器网络面向缺损多模态采样场景的压缩数据收集基础理论与应用研究;状态:在研

2021 项目负责人:1/3;方向:车联网,雾计算与边缘计算,强化学习;项目来源:横向项目;项目名称:基于雾计算车联网的无人驾驶智能电动车态势感知系统关键技术研究;状态:在研

2020 项目负责人:1/1;方向:智能感知,数据融合,智慧医疗;项目来源:横向项目;项目名称:多模态传感器数据融合技术研究;状态:在研

2016 项目负责人:1/7;方向:状态检测,异构传感器网络;项目来源:浙江省自然科学基金面上项目;项目名称:异构传感器网络多模态监测对象的随机状态检测机制;状态:结题

2015 项目负责人:1/3;方向:智能感知,数据融合,智慧云教室;项目来源:横向项目;项目名称:智慧云教室系统开发;状态:结题

2016 主要完成人员:3/10;方向:分布式计算,可靠性分析,网络;项目来源:国家自然科学基金面上项目;项目名称:多故障模式分布式计算系统可靠性分析方法研究;状态:在研

2013 主要完成人员:3/10;方向:可靠性分析,网络;项目来源:国家自然科学基金面上项目;项目名称:多阶段多状态系统可靠性的动态故障树模块化;状态:结题

2012 项目负责人:1/3;方向:通信,数据挖掘,资源调度;项目来源:浙江省计算机软件与理论重中之重学科开放项目;项目名称:自主智能家居系统;状态:结题

2010 主要完成人员:2/7;方向:通信,媒体接入控制,路由策略; 项目来源:欧洲先进信息技术项目;项目名称:无线传感器网络的能量有效性研究;状态:结题

2009 主要完成人员:2/8;方向:通信,网络,中间件,推理模型,信息表达;项目来源:韩国政府世界一流大学研究项目;项目名称:无处不在的医疗监控之智能家居系统;状态:结题


获得荣誉

2023 2022—2023年浙江师范大学“三育人”先进个人称号

2021 指导学生获得第七届浙江省“互联网+”大学生创新创业大赛金奖

2021指导学生获得浙江省第十七届“挑战杯”大学生课外学术科技作品竞赛决赛一等奖

2020 指导学生获得第六届浙江省“互联网+”大学生创新创业大赛银奖

2020 指导学生获得浙江省第十五届大学生电子商务竞赛一等奖

2019 指导学生获得第五届浙江省“互联网+”大学生创新创业大赛银奖

2019 指导学生获得浙江省第十四届大学生电子商务竞赛二等奖

2018 指导学生获得浙江省第十三届大学生电子商务竞赛二等奖

2017 指导学生获得浙江省第十二届大学生电子商务竞赛二等奖

2015 指导学生获得第五届全国大学生电子商务挑战赛总决赛最佳创新奖

2015 指导学生获得第五届全国大学生电子商务挑战赛总决赛二等奖

2015 指导学生获得浙江省第十届大学生电子商务竞赛一等奖

2013 指导学生获院优秀本科毕业论文

2011 Best Paper Prize, KNOM Workshop, Korea, 2011

2010 Best Poster Prize, ITCE Workshop, POSTECH, Korea, 2010

2009-2011 韩国BK-21博士后奖学金


部分发表期刊文章

  • Qiyong Fu, Qi Li, Xiaobo Li, Hui Wang, Jiapin Xie, Qian Wang, “MOFS-REPLS: A large-scale multi-objective feature selection algorithm based on real-valued encoding and preference leadership strategy,”Information Sciences, Mar. 2024.

  • Tongfei Liu, Hui Wang, and Maode Ma, “Federated Learning with Efficient Aggregation via Markov Decision Process in Edge Networks,” Mathematics, Mar. 2024.

  • Minghui Sheng, Hui Wang, Maode Ma, Yiying Sun and Run Zhou, “Risk Assessment Edge Contract for Efficient Resource Allocation,” Mathematics, Mar. 2024.

  • Yuchen Shan, Hui Wang, and Chenxiang Zhang, “Multinode Data Offloading for Urban Wireless Sensor Networks Based on Fog Computing: A Multiarmed Bandit Approach,”Security and Communication Networks, Apr. 2022.

  • 黄利晓, 王晖, 袁利永, 曾令国, “Improved LEACH protocol algorithm for WSN based on energy balance and high efficiency,” Journal of Communications, vol. 38, no. z2, pp. 2017270-1-2017270-6, Nov. 2017.

  • 闫冠群,王晖,许德武,“一种基于数据热点的MongoDB负载均衡策略,”软件学报,Suppl.1,No. 27, Page 49-58, 2016.

  • Hui Wang, Yongfeng Huang, and Hector Eduardo Roman, "Some Fundamental Results on Complex Network Problem for Large-Scale Wireless Sensor Networks," Springer Wireless Personal Communications, Vol. 77, No. 4, Aug., 2014.

  • Hui Wang, Nazim Agoulmine, M. Jamal Deen, and Jianmin Zhao, "A utility maximization approach for information-communication tradeoff in Wireless Body Area Networks," Springer Personal and Ubiquitous Computing, Volume 18, Issue 8, Dec.,2014.

  • Hui Wang, Hector Eduardo Roman, Liyong Yuan, Yongfeng Huang, and Rongli Wang, "Connectivity, coverage and power consumption in large-scale wireless sensor networks," Elsevier Computer Networks, Oct. 2014.

  • Hui Wang, Nazim Agoulmine, Maode Ma, “Network Lifetime Optimization in Wireless Sensor Networks,” IEEE Journal on Selected Areas in Communications Special Issue on “Simple Wireless Sensor Networking Solutions”, Vol. 28, No. 7, Sep., 2010.

  • Hui Wang, Di Wu, Nazim Agoulmine and Maode Ma, “Network Lifetime Global Optimization for Multi-Source and Single-Sink Topology in Wireless Sensor Networks,” Journal of Shanghai Jiao Tong University (Sci.), Vol. 2, No. 14, 2009. 

  • Hui Wang, Yuhang Yang, Maode Ma, Jianhua He and Xiaomin Wang, “Network Lifetime Maximization with Cross-layer Design in Wireless Sensor Networks,” IEEE Transactions on Wireless Communications, Vol. 7, No. 10, Oct., 2008.

  • Hui Wang, Nazim Agoulmine, Maode Ma, Yajun Li and Xiaomin Wang, “Network Lifetime Optimization by KKT Optimality Conditions in Wireless Sensor Networks,” Springer Wireless Personal Communications, Aug., 2008. 


部分发表会议文章

  • Yuchen Shan, Hui Wang, Yury Kozyrev, “Data Offloading in Heterogeneous Dynamic Fog Computing Network: A Contextual Bandit Approach,” ICCCI 2021: The 3rd International Conference on Computer Communication and the Internet, Japan, Jun. 25th-27th, 2021

  • Bi He, Hui Wang, Minshuo Li, Kozyrev Yury, and Xu Shi, “A Novel Indoor Positioning Algorithm Based on IMU,” ChinaCom 2019: EAI International Conference on Communications and Networking in China, Shanghai, China, Nov. 29-31, 2019.

  • 黄利晓, 王晖, 袁利永, “基于能量均衡高效的WSN 的LEACH 协议改进算法, ” CWSN 2017, Tianjing, China, Oct. 13-15, 2017.

  • 闫冠群, 王晖, 许德武, “一种基于数据热点的MongoDB负载均衡策略,” CWSN 2016, Oct.28-30, 2016.

  • Hui Wang, Hyeok-soo Choi, Nazim Agoulmine, M. Jamal Deen, James Won-Ki Hong, “Information-based Energy Efficient Sensor Selection in Wireless Body Area Networks”, accepted in IEEE International Conference on Communications (ICC 2011), Kyoto, Japan, June 5-9, 2011.

  • Hui Wang, Hyeok-soo. Choi, Nazim Agoulmine, M. Jamal Deen, and James. Won-Ki. Hong, “Information-Based Sensor Tasking Wireless Body Area Networks in Healthcare Systems,” IEEE International Conference on Network and Services Management (CNSM 2010) mini-conference, Oct., 2010.

  • Kim Jin, Hyeok-soo Choi, Hui Wang, Nazim Agoulmine, M. Jamal Deen, James Won-Ki Hong, “POSTECH’s U-Health Smart Home for Elderly Monitoring and Support,” IEEE World of Wireless Mobile and Multimedia Networks (WoWMoM 2010) Second International Workshop on Interdisciplinary Research on E-Health Services and Systems (IREHSS), June, 2010.

  • Hai Dang Nguyen, Nazim Agoulmine, Hui Wang, “Sectoring in WiMAX Relay 802.16j to enhance the system performance,” IFIP/IEEE BcN 2010 Workshop, April, 2010.

  • Hui Wang, Nazim Agoulmine, Maode Ma and Yanliang Jin, “Network Lifetime Maximization by D&C Approach in Wireless Sensor Networks,” International Conference on Communications and Networking in China (ChinaCom 2009), Aug., 2009.

  • Hui Wang, Yuhang Yang and Maode Ma, “Network Lifetime Global Optimization by Duality Approach in Wireless Sensor Networks,” IEEE Global Communications Conference (GLOBECOM 2007), Washington DC, Nov., 2007.

  • Hui Wang, Yuhang Yang and Maode Ma, “Network Lifetime Optimization by Duality Approach for Multi-Source and Single-Sink Topology in Wireless Sensor Networks,” IEEE International Conference on Communications (ICC 2007), Glasgow, Scotland, Jun., 2007.

  • Hui Wang, Yuhang Yang and Di Wu, “Network Lifetime Optimization by Duality Approach for Single-Source and Single-Sink Topology in Wireless Sensor Networks,” IEEE International Conference on Wireless and optical communication Networks (WOCN 2007), Jul., 2007.




Education Background
  • [1] 2003.3 to 2008.10

     上海交通大学  |  communication engineering  |  Doctorate  |  Graduate student graduate 

workexperience
  • [1] 2011.10 to Now

     计算机科学与技术系 | 浙江师范大学  | 计算机系党支部书记  | 计算机系主任 

  • [2] 2009.9 to 2011.8

     IT融合系 | 韩国浦项工业大学  | 博士后 

  • [3] 2008.11 to 2009.8

     计算机科学与技术系 | 法国艾弗里大学  | 博士后 

Research Focus
    [1]

    Artificial Intelligence and Deep Learning

    [2]

    Fog and Edge Computing

    [3]

    压缩感知

    [4]

    Internet of Things

    [5]

    Wireless Sensor Networks

Social Affiliations
  • [1] 2021.12 to 2023.1

    金华市委组织部挂职副处长

  • [2] 2020.1 to 2021.1

    金华市科技特派员

Research Group
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Personal information

associate professor    

Gender:Male

Academic Titles:计算机系主任

E-Mail:

Date of Employment:2011-10-24

Status:在岗

Professional Title:associate professor

School/Department:计算机科学与技术学院

Education Level:Graduate student graduate

Degree:Doctorate

Alma Mater:上海交通大学

Business Address:数计学院21幢连廊513室

Contact Information:hwang@zjnu.cn

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