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张建辉

博士 教授 | 博导 学科：计算机科学与技术 职务：

毕业院校：浙江大学

研究方向：智能物联理论与应用

电话： 邮箱：jh_zhang@hdu.edu.cn

地址：1教333
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  • 个人简介
  • 教育经历
  • 工作经历
  • 社会职务
  • 研究领域
  • 教学与课程
  • 科研项目
  • 论文与著作
  • 专利成果
  • 软件成果
  • 荣誉及奖励

张建辉，教授、博导、物联网团队负责人。于2000年和2003年从西北工业大学获得学士和硕士学位，于2008年从浙江大学获得博士学位，2010年加拿大渥太华大学博士后经历，2014年美国普渡大学访问学者经历。2018年被评为杭电“十佳导师”。近几年主持国家重点研发计划独立课题、国家自然科学基金青年基金和面向项目各1项，省科技厅科技计划项目和基金项目各1项，核心成员参与国家自然科学基金重大、973、面上项目等多项；在国内外顶级期刊和会议，如IEEE TII、TITS、INFOCOM等，上发表论文60余篇，其中SCI收录40篇，EI收录15篇；是计算机网络领域国际顶级期刊IEEE TPDS、TOSN等的审稿人，担任多个国际著名会议的TPC，如IPCCC 2013-2019,ICC 2013-2014，IWCMC2010-2014等。近5年指导研究生获得国家奖学金4人次，优秀毕业研究生2名，获得诺基亚奖学金、研究生科研创新基金等各类学生奖项和项目10余项。

个人主页：www.jhzhang.cn

  • 博士研究生，2005.3~2008.6，浙江大学

  • 硕士研究生，2000.9~2003.4，西北工业大学

  • 本科，1996.9~2000.7，西北工业大学


2020.3至今，杭州电子科技大学，博导

2018.11至今，杭州电子科技大学，教授

2012.7~2018.7，杭州电子科技大学，副教授，硕士生导师

2010.10~2011.9,加拿大渥太华大学计算机学院，博士后

2008.9~2012.6，杭州电子科技大学计算机学院，讲师


近年研究方向：1. 面向安防行业的人工智能，包括强化学习、深度学习及行业大模型； 2.智能感知与计算，包括各类传感器智能感知与处理、嵌入式系统设计；3.无线低功耗自组织网络，包括无线自组网组网协议和资源调度、及面向空天地异构网络的组网及3D空间重构和目标检测与追踪。


本科生课程：

《计算机科学概论》、《传感器与传感网》

国际学生课程：

《计算机科学导引》、《物联网工程导论》

研究生课程：

《无线网络设计与优化》、《科技论文写作指导》


纵向科研

  • 国家重点研发计划：基于感知技术的社会治理安全风险智能感知引擎技术,2021-11-19,2024-12-01,张建辉,在研,国家重点研发计划,计算机学院（软件学院）,计算机科学技术,500

  • 国基金面上项目：物联网环境信息协同感知与处理研究,2014-08-15,2015-01-01,2019-03-26,张建辉,结题,国家自然科学基金项目,计算机学院（软件学院）,信息科学与系统科学,84

  • 国基金青年项目：太阳能传感器网络能量管理与调度研究,2010-08-18,2011-01-01,2014-04-25,张建辉,结题,计算机学院（软件学院）,20

  • 省基金面上：能量随机获取物联网任务调度优化策略研究,2014-05-05,2014-01-01,2017-05-02,张建辉,结题,省、市、自治区科技项目,计算机学院（软件学院）,计算机科学技术,10

  • 省科技计划：公共机构空调能耗监控与计量系统研究,2009-07-27,2009-01-01,2011-06-30,吕长平,结题,计算机学院（软件学院）,计算机科学技术,15

  • 国基金重大项目：规模型无线传感器网络可定位性理论与非测距定位方法,2011-12-20,2012-01-01,2017-04-12,戴国骏,结题,计算机学院（软件学院）,计算机科学技术,200

  • 省科技计划：浙江省传感器网络重点创新团队,2009-11-18,2010-01-01,李向阳,在研,计算机学院（软件学院）,200

  • 973：支持可信服务的物联网基础理论与关键技术研究,2010-04-01,2010-04-01,戴国骏,在研,计算机学院（软件学院）,50

  • 省基金青年基金：无线传感器网络室内定位关键技术研究,2007-10-15,2008-01-01,2010-01-15,申兴发,结题,计算机学院（软件学院）,7

  • 国基金面上：无线网络基于链路相关性的路由协议优化方法研究,2016-08-17,2017-01-01,2021-03-29,申兴发,结题,国家自然科学基金项目,计算机学院（软件学院）,信息科学与系统科学,76.5

  • 面向运动障碍患者的的神经反馈智能康复机器人关键技术研究与应用,2019-12-04,2020-01-01,张建海,在研,计算机学院（软件学院）,200

  • 低占空比无线/传感器网络通信模型与协议研究,2014-05-05,2014-01-01,申兴发,在研,计算机学院（软件学院）,9

  • 基于分层融合优化机制的城市主干线交通网络交通资源配置方法研究与应用,2017-11-16,2018-01-01,2021-05-26,徐海涛,结题,计算机学院（软件学院）,10

  • 无线多媒体传感器网络实时可靠数据收集问题研究,2011-04-11,2011-01-01,冯云霞,在研,计算机学院（软件学院）,5

横向科研

  • 无线传感器网络鲁棒拓扑控制技术研究,2009-09-26,2009-07-01,李向阳,在研,计算机学院（软件学院）,10

  • 无线传感器网络容错拓扑控制研究,2009-04-21,2009-03-01,张建辉,在研,计算机学院（软件学院）,3


论文

Journal

  1. Qiong Wang, Kui Jiang, Zheng Wang, Wenqi Ren, Jianhui Zhang, Chia-Wen Lin. Multi-Scale Fusion and Decomposition Network for Single Image Deraining. IEEE Transactions on Image Processing. accepted to appear, 2023.

  2. Fangli Guan, Zhixiang Fang, Xucai Zhang, Haoyu Zhong, Jianhui Zhang, Haosheng Huang. Using street-view panoramas to model the decision-making complexity of road intersections based on the passing branches during navigation. Elsevier Computers, Environment and Urban Systems. 103:101975,2023.

  3. Jianhui Zhang, Jiacheng Wang, Zhongyin Yuan, Wanqing Zhang and Liming Liu. Offloading Demand Prediction-driven Latency-aware Resource Reservation in Edge Networks. IEEE Internet of Things Journal. DOI: 10.1109/JIOT.2023.3263188, Early Access, 2023.

  4. Jianhui Zhang, Yanhong Xu, Jiacheng Wang, Hanxiang Wang, Bei Zhao, Liming Liu, and Feng Xia. Efficient Throughput Maximization in Dynamic Rechargeable Networks. IEEE Transactions on Mobile Computing. DOI: 10.1109/TMC.2023.3256007, accepted to appear, 2023.

  5. Jiacheng Wang, Jianhui Zhang*, Liming Liu, Xuzhao Zheng, Hanxiang Wang, Zhigang Gao. Utility maximization for splittable task offloading in IoT Edge Network. Elsevier Computer Networks. DOI: 10.1016/j.comnet.2022.109164, 2022. （学生一作）

  6. Jianhui Zhang, Wanqing Zhang, Jiacheng Wang, Jianwen Feng, Zhigang Gao, Siwen Zheng. Rechargeable Battery Cabinet Deployment for Public Bike System. IEEE Transcations on Intelligent Transportation Systems, 23(11): 20309-20322. DOI: 10.1109/TITS.2022.3180079, 2022.

  7. Zhigang Gao, Yucai Huang, Leilei Zheng, Huijuan Lu, Bo wu, Jianhui Zhang. Protecting Location Privacy of Users Based on Trajectory Obfuscation in Mobile Crowdsensing. IEEE Transactions on Industrial Informatics. DOI: 10.1109/TII.2022.3146281, 2022. 

  8. Zhigang Gao, Wenjie Diao, Yucai Huang, Ruichao Xu, Huijuan Lu, Jianhui Zhang. Identity Authentication Based on Keystroke Dynamics for Mobile Device Users. Elsevier Pattern Recognition Letters. DOI: 10.1016/j.patrec.2021.04.019, 2021. 

  9. Zhigang Gao, Hongyi Guo, Yunfeng Xie, Huijuan Lu, Jianhui Zhang, Wenjie Diao, Ruichao Xua. An Improved Localization Method in Cyber-Social Environments with Obstacles. Computers & Electrical Engineering, 86:106694. DOI: 10.1016/j.compeleceng.2020.106694, 2020.

  10. Siqi Guan, Jianhui Zhang*, Zhengbing Song, Bei Zhao, Yanjun Li. Energy-Saving Link Scheduling in Energy Harvesting Wireless Multihop Networks With the Non-Ideal Battery. IEEE Access, 8: 144027-144038, 2020. （学生一作）

  11. Jianhui Zhang, Tianhao Zhang, Feilong Jiang, Bei Zhao. Who Face Me? Neighbor Identification with LED Camera Communication. The Computer Journal, 63(10): 1463–1478. DOI: 10.1093/comjnl/bxaa021, October 2020.

  12. Jianhui Zhang, Siwen Zheng, Tianhao Zhang, Mengmeng Wang, Zhi li. Charge-aware Duty Cycling Methods for Wireless Systems under Energy Harvesting Heterogeneity. ACM Transactions on Sensor Networks (TOSN), 16(2). DOI: 10.1145/3372800, 2020.

  13. Bei Zhao, Siwen Zheng, Jianhui Zhang. Optimal Policy for Composite Sensing with Crowdsourcing. International Journal of Distributed Sensor Networks, 16(5). DOI: 10.1177/1550147720927331, May 2020.

  14. Zhigang Gao, Xiaowei Yang, Jianhui Zhang, Huijuan Lu, Ruichao Xu, Wenjie Diao. Redundancy-Reducing and Holiday Speed Prediction Based on Highway Traffic Speed Data. IEEE Access, 7：31535-31546, 2019. 

  15. Yanjun Li, Chung Shue Chen, Kaikai Chi, Jianhui Zhang. Two-tiered relay node placement for WSN-based home health monitoring system. Peer-to-Peer Networking and Applications, 12(3): 589-603, 2019. 

  16. Zhi Li, Jianhui Zhang*, Jiayu Gan, Pengqian Lu, Zhigang Gao, Wanzeng Kong. Large-Scale Trip Planning for Bike-Sharing Systems. Pervasive and Mobile Computing, 54：16-28, 2 February 2019. （学生一作）

  17. Wei Li, Jianhui Zhang*, Feilong Jiang, Zhi Li, Chong Xu. Asynchronous neighbor discovery with unreliable link in wireless mobile networks. Peer-to-Peer Networking and Applications, 2018: 1-12, 13 October 2018.（学生一作）

  18. Zhi Li, Jianhui Zhang*, Xingfa Shen, Jin Fan. Prediction Based Indoor Fire Escaping Routings with Wireless Sensor Network. Peer-to-Peer Networking and Applications, 10(3): 697-707, 2016.（学生一作）

  19. Jianhui Zhang, Zhi Li, Shaojie Tang. Value of Information Aware Opportunistic Duty Cycling in Solar Harvesting Sensor Networks. IEEE Transactions on Industrial Informatics, 12(1): 348-360, 2016. 

  20. Jianhui Zhang, Mengmeng Wang, Xingfa Shen, Jin Fan, Bei Zhao. Multi-hop Energy Sharing in Rechargeable Wireless Sensor Networks. International Journal of Sensor Networks, 20(4): 230-242, 2016. 

  21. Xingfa Shen, Yueshen Chen, Yinqun Zhang, Jianhui Zhang, Quanbo Ge, Guojun Dai, and Tian He. OppCode: Correlated Opportunistic Coding for Energy-efficient Flooding in Wireless Sensor Networks. IEEE Transactions on Industrial Informatics, 11(6): 1631-1642, 2015.

  22. Jianhui Zhang, Zhi Li, Feng Xia, Shaojie Tang, Xingfa Shen, and Bei Zhao. Cooperative Scheduling for Adaptive Duty Cycling in Asynchronous Sensor Networks. The Computer Journal, 58 (6): 1267-1279, June 2015.

  23. Hong Zeng, Jianhui Zhang*, Guojun Dai, Zhigang Gao, Haiyang Hu. Security Visiting: RFID-Based Smartphone Indoor Guiding System. International Journal of Distributed Sensor Networks, Vol 2014, pp: 1-13.（学生一作）

  24. Feng Xia, Xuhai Zhao, Jianhui Zhang, Jianhua Ma, Xiangjie Kong. BeeCup: A bio-inspired energy-efficient clustering protocol for mobile learning. Future Generation Computer Systems, 37: 449-460, 2014.

  25. Hong Zeng, Jianhui Zhang*, Guojun Dai. Construction of low weighted and fault-tolerant topology for wireless ad hoc and sensor network. International Journal of Sensor Networks, 14(4): 197-210, 2014.（学生一作）

  26. Jianhui Zhang, Xingfa Shen, et al. Energy-efficient and localized lossy data aggregation in asynchronous sensor networks. Wiley International Journal of Communication Systems, 26(8): 989-1010, 2013.

  27. Xingfa Shen, Cheng Bo, Jianhui Zhang, Shaojie Tang, Xufei Mao, Guojun Dai. EFCon:Energy Flow Control for Sustainable Wireless Sensor Networks. Elsevier Ad Hoc Networks, 11(4): 1421-1431, 2013. 

  28. Jianhui Zhang, Xingfa Shen, GuoJun Dai, YunXia Feng, ShaoJie Tang, ChangPing Lv. Energy-efficient Lossy Data Aggregation in Wireless Sensor Networks. Ad Hoc & Sensor Wireless Networks, 11(1-2): 111-135, 2011.

  29. Jianhui Zhang, Xingfa Shen, Shaojie Tang, Guojun Dai. Energy efficient joint data aggregation and link scheduling in solar sensor networks. Elsevier Computer Communications, 34(18): 2217-2226, 2011.

  30. Jianhui Zhang, Xingfa Shen, Jiming Chen and Youxian Sun. PID-based Transmission Power Adjustment in Wireless Sensor Networks. Chiness Journal of Sensors and Actuators, 20(1): 177-182, 2007.

  31. Jianhui Zhang, Jiming Chen, Youxian Sun. Transmission Power Adjustment of Wireless Sensor Networks using Fuzzy Control Algorithm. Wireless Communications and Mobile Computing (Wiley), 8: 1-15, 2008.


Conference

  1. Qiong Wang, Kui Jiang, Jinyi Lai, Zheng Wang, Jianhui Zhang, HPCNet: A Hybrid Progressive Coupled Network for Image Deraining, 2023 IEEE International Conference on Multimedia and Expo (ICME), Brisbane, Australia, 2023, pp. 2747-2752, doi: 10.1109/ICME55011.2023.00467.

  2. Weiming Guo, Zhan Wang, Hao Zhou, Wangqiu Zhou, Xiang Cui, and  Jianhui Zhang.DPDA: Distributed Probability-adaptive Direction Adjustment for Magnetic Wireless Power Transfer. 20th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), accepted to appear, June 9, 2023.

  3. Hang Zheng, Jianhui Zhang*, Yoshimi Suzuki, Fumiyo Fukumoto, Hiromitsu Nishizaki. Semi-Supervised Learning for Aspect-Based Sentiment Analysis. International Conference on Cyberworlds (CW), pages: 209-212, Caen, France, September 28-30, 2021.（学生一作）

  4. Jianhui Zhang, Siqi Guan, Jiacheng Wang, Liming Liu, Hanxiang Wang, Feng Xia. Time-expanded Method Improving Throughput in Dynamic Renewable Networks. IEEE/ACM International Symposium on Quality of Service(IWQoS), pages: 1-10, Tokyo, Japan, June 25-28, 2021.

  5. Jiawei Mu, Jianhui Zhang*, Tianyu Zhang, Bei Zhao, and Wanqing Zhang. Online Trip Planning for Public Bike Systems. IEEE 17th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), pages: 515-523, Delhi, India, December 10-13, 2020.（学生一作）

  6. Jiayu Gan, Jianhui Zhang*, Siwen Zheng. Where You Really Are: User Trip Based City Functional Zone Ascertainment. IEEE 37th International Performance Computing and Communications Conference (IPCCC), pages: 1-8, Orlando, FL, USA, November 17-19, 2018.（学生一作）

  7. Siwen Zheng, Jianhui Zhang*, Jiayu Gan, Tianhao Zhang. StaCover: Mobile Energy-sharing Cabinets Deployment with Public Bike System. 4th International Conference on Big Data Computing and Communications (BigCom), pages: 78-83, Chicago, IL, USA, August 7-9, 2018.（学生一作）

  8. Jianhui Zhang, Pengqian Lu, Zhi Li, Jiayu Gan. Distributed Trip Selection Game for Public Bike System with Crowdsourcing. IEEE International Conference on Computer Communications(INFOCOM), pages: 2717-2725, Honolulu, HI, USA, April 15-19, 2018.

  9. Zhi Li, Jianhui Zhang*, Jiayu Gan, Pengqian Lu, Fei Lin. Large-Scale Trip Planning for Bike-Sharing Systems. IEEE 14th International Conference on Mobile Adhoc and Sensor Systems (MASS), pages: 328-332, Orlando, FL, USA, October 22-25, 2017. （学生一作）

  10. Jianhui Zhang, Zhi Li, Xiaojun Lin, Feilong Jiang. Composite Task Selection with Heterogeneous Crowdsourcing. IEEE 14th International Conference on Sensing, Communication and Networking (SECON), pages: 1-9, San Diego CA, USA, June 12-14, 2017.

  11. Jianhui Zhang, Mengmeng Wang, Zhi Li. Stochastic Duty Cycling for Heterogenous Energy Harvesting Networks. IEEE 34th International Performance Computing and Communications Conference (IPCCC), pages: 1-9, Nanjing, China, December 2015.

  12. Xingfa Shen,Yueshen Chen, Jianhui Zhang, Landi Wang, Guojun Dai, Tian He. BarFi: Barometer-Aided Wi-Fi Floor Localization Using Crowdsourcing. IEEE 12th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), pages: 416-424, Dallas, TX, USA, October, 19-22, 2015.

  13. Yinqun Zhang, Xingfa Shen, Yueshen Chen, Jianhui Zhang, Guojun Dai, Tian He. Opportunistic Coding for Multi-Packet Flooding in Wireless Sensor Networks with Correlated Links. IEEE 11th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), pages: 371-379, Philadelphia, PA, USA, October 28-30, 2014.

  14. Yunxia Feng, Peng Liu, Jianhui Zhang. A Mobile Terminal Based Trajectory Preseving Strategy for Continuous Querying LBS Users. IEEE 8th International Conference on Distributed Computing in Sensor Systems (DCOSS), pages: 92-98, Hangzhou, China, May 2012.

  15. Jianhui Zhang, Shaojie Tang, Xingfa Shen, Guojun Dai, Nayak Amiya. Quorum-based Localized Scheme for Duty Cycling in Asynchronous Sensor Networks. IEEE 8th International Conference on Mobile Ad hoc and Sensor Systems (MASS), pages: 440-449, Wuhan, China, August 2011.

  16. Shaojie Tang, XiangYang Li, Xingfa Shen, Jianhui Zhang, Guojun Dai and Sajal K. Das. Cool: On Coverage with Solar-Powered Sensors. IEEE 31st International Conference on Distributed Computing Systems (ICDCS), pages: 488-496, Minneapolis, MN, USA, June 20-24, 2011.

  17. Jianhui Zhang, Shaojie Tang, et al. Energy Efficient Data Aggregation in Solar Sensor Networks. The 6th International Conference on Wireless Algorithms, Systems, and Applications (WASA), pages: 119-133, Chengdu, China, August 2011.

  18. Guojun Dai, Jianhui Zhang*, Xingfa Shen, Fang Chen, Cheng Bo. Energy Efficient Lossy Data Aggregation in Asynchronous Sensor Networks. IEEE 6th International Conference on Mobile Ad-hoc and Sensor Networks (MSN), pages: 32-38, Hangzhou, China, December 20-22, 2010.

  19. Xin Qian, Guojun Dai, Xingfa Shen, Jianhui Zhang. Clapping and Broadcasting Synchronization in Wireless Sensor Network. IEEE 6th International Conference on Mobile Ad-hoc and Sensor Networks (MSN), pages: 140-145, Hangzhou, China, December 20-22, 2010.

  20. Guojun Dai, Jianhui Zhang*, Shaojie Tang, Xingfa Shen. Lossy Data Aggregation in Multihop Wireless Sensor Networks. IEEE 5th International Conference on Mobile Ad-hoc and Sensor Networks (MSN), pages: 156-163, Fujian, China, December 14-16, 2009.

  21. Xingfa Shen, Cheng Bo, Jianhui Zhang, Guojun Dai et al. SolarMote: a low-cost solar energy supplying and monitoring system for wireless sensor networks. The 7th ACM Conference on Embedded Networked Sensor Systems, pages: 413-414, Berkeley, California, November 04-06, 2009.

  22. Jianhui Zhang, Jiming Chen, Yu Wang, Yang Xiao and Youxian Sun. A Simple Algorithm for Fault-Tolerant Topology Control in Wireless Sensor Network. IEEE 19th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), pages: 1-5, Cannes, France, September 15-18, 2008.

  23. Jianhui Zhang, Jiming Chen and Youxian Sun. OMNeT++ Based Simulation for Topology Control in Wireless Sensor Networks: A Case Study. International Wireless Communications and Mobile Computing Conference (IWCMC), pages: 1130-1134, Crete Island, Greece, August 06-08, 2008.

  24. Jiming Chen, Jianhui Zhang*, Weiqiang Xu, Lei Shu and Youxian Sun. The Development of A Realistic Simulation Framework with OMNeT++. IEEE 2nd International Conference on Future Generation Communication and Networking (FGCN), pages: 497-500, Hainan, China, December 13-15, 2008. 


Book Chapter

  1. Jianhui Zhang, Xiangyang Li. Energy-Harvesting Technique and Management for Wireless Sensor Networks, Rechargeable Sensor Networks: Technology, Theory and Application. In the book: Introducing Energy Harvesting to Sensor Networks, Jiming Chen, Shibo He and Youxian Sun, World Scientific Publishing Co. Pte. Ltd., pp:107-168, United States, March, 1st, 2014.


著作

  • 一种基于LED和手机相机的可见光通信方法,发明专利,专利授权,201810109529.5,CN108551366B,2021-11-30,计算机学院（软件学院）,张建辉

  • 一种基于LED和手机相机的可见光通信系统中的系统架构,发明专利,专利授权,201810111021.9,CN108471329B,2021-11-30,计算机学院（软件学院）,张建辉

  • 一种基于群智计算的公交自行车出行路线规划方法,发明专利,专利申请,201610887008.3,计算机学院（软件学院）,张建辉

  • 一种基于群智计算的电瓶车充电桩位置标识与导引方法,发明专利,专利申请,201611143490.6,计算机学院（软件学院）,张建辉

  • 基于可见光和手机摄像头成像特性实现近距离光通信的方法,发明专利,专利授权,201910776556.2,CN110649966,2020-09-18,计算机学院（软件学院）,张建辉

  • 一种WiFi能量采集电路,发明专利,专利申请,201911237602.8,计算机学院（软件学院）,张建辉

  • 一种带屏幕智能卡以及一卡通子系统,发明专利,专利申请,202011398337.4,计算机学院（软件学院）,张建辉

  • 一种基于多源信息融合和标签传播的疲劳检测方法,发明专利,专利申请,202110909244.1,计算机学院（软件学院）,冯建文

  • 一种地铁站周边共享单车需求分析方法,发明专利,专利申请,202111027389.5,计算机学院（软件学院）,冯建文

  • 一种面向边缘网络的可分割任务卸载调度方法,发明专利,专利申请,2021110262566,计算机学院（软件学院）,张建辉

  • 一种可见光定位方法与系统,发明专利,专利申请,2021110215264,计算机学院（软件学院）,张建辉

  • 基于混合博弈算法的网约车系统交通路径选择方法,发明专利,专利申请,2021110274099,计算机学院（软件学院）,张建辉


  • 基于OMNeT++的网络模拟框架V1.0,0938038,2015SR050952,2015-03-23

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