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移動通信與網絡系統

康輝

基本情況
姓名: 康輝
性别:
職稱: 教授/博士導師
是否博導: 具有博士及碩士招生資格
最高學曆: 研究生
最高學位: 博士
Email: kanghui@jlu.edu.cn
詳細情況
所在學科專業: 計算機應用技術
研究方向 智能數據處理與運維、分布式計算、邊緣計算
講授課程:

本科生:數據庫系統原理、系統軟件開發綜合實踐(榮譽課)、企業級數據庫性能調優、數據庫應用程序開發

研究生:面向機器學習的數據庫技術

教育經曆: 2002.9-2008.12  伟德国际BETVlCTOR 軟件與理論 博士  
工作經曆: 1990.7-現在 伟德国际BETVlCTOR
科研項目:

主持國家級和省部級科研項目如下:

1.  視聽觸多通道融合的高沉浸式自然人機交互系統,2022YFB4500600,多模态動作與意圖協同感知與呈現技術,2022/10-2025/09110萬元,在研,主持

2.  智能司法公開關鍵技術研究,2018YFC0831706,司法公開評查技術研究及司法公開綜合管理平台原型構建,2018/12-2021/1290.60萬元,已結題,主持

3. 基于雲邊協同的物聯網微服務的研究,吉林省科技廳,20200201166JC8.00萬元,2020/01-2022/12,已結題,主持

4.  中央引導地方科技發展資金自由探索類基礎研究項目,2021Szvup047,未來網絡中的信息數據處理成本最小化研究,2021/07-2023/0620萬元,在研,主持

5.  賽爾網絡下一代互聯網技術創新項目,NGII20170506,基于Agent的去中心化網絡模型的構建及應用,2018/4-2019/35萬元,已結題,主持

6. 長春市科技創新服務中心,橫向,技術合同認定登記管理系統,2016/10-2018/422萬元,已結題,主持

7. 長春市科技局平台項目,13KP08,大數據分析平台的構建,2013/12-2015/1230 萬元,已結題,主持

8. 長春市科技局平台項目,2009263,開放RFID公共服務平台的建設,2009/12-2011/1220 萬元,已結題,主持

9. 吉林省科技信息研究所,橫向,科技期刊知識服務系統的構建,2012/12-2014/125萬元,已結題,主持

10. 上海技術交易所,橫向,分布式環境下的信息處理,2011/12-2015/12,已結題,主持

11. 長春市科技局平台項目,⏭➰,長春市技術轉移公共服務平台建設,2010/5-2012/1210萬元,已結題,主持

12. 長春市科技局平台項目,2007KP02,基于SOA科技信息資源共享交換平台, 2007/12-2009/1220 萬元,已結題,主持

13. 伟德国际BETVlCTOR創新基金:基于AgentWeb預取原型系統,4.0萬元,負責人

14. 橫向項目:長春市科技成果共享平台,8.0萬元,負責人

15. 技術合同認定登記管理系統2016220101003183,長春市科技創新服務中心,負責人,2016.10-2017.0416.00萬元,C類,驗收

16. 技術合同認定登記管理系統2018220101000095,長春市科技創新服務中心,負責人,2018.1-2018.5,7.00萬元,C類,驗收

17. 技術合同認定登記管理系統2019220101000010,長春市科技創新服務中心,負責人,2018.10-2019.55.00萬元,C類,驗收

學術論文:

代表性期刊論文(SCI)

(1) Geng Sun, Jiahui Li, Yanheng Liu, Shuang Liang*, Hui Kang*. Time and Energy Minimization Communications Based on Collaborative Beamforming for UAV Networks: A Multi-objective Optimization Method, IEEE Journal on Selected Areas in Communications, 2021. (Accepted) (IF=11.42) (SCI, 中科院1區, 中國計算機學會推薦A類期刊)

(2) Wenyu Yu, Hui Kang, Geng Sun*, Shuang Liang, Jiahui Li. Bio-inspired Feature Selection in Brain Disease Detection via An Improved Sparrow Search Algorithm, IEEE Transactions on Instrumentation & Measurement, 72, 2500515, 2023. (SCI, 中科院2)

(3) Geng Sun, Xiaoya Zheng, Jiahui Li, Hui Kang*, Shuang Liang. Collaborative WSN-UAV Data Collection in Smart Agriculture: A Bi-objective Optimization Scheme, ACM Transactions on Sensor Networks, 2023. (SCI, CCF B類期刊)

(4) Xinyu Bao, Hui Kang*, Hongjuan Li. An Improved Binary Snake Optimizer with Gaussian Mutation Transfer Function and Hamming Distance for Feature Selection, Neural Computing & Applications, (early access). (SCI, CCF C類期刊)

(5) Hui Kang, Jingwu Xiao, Yunpeng Zhang, Lei Zhang, Xu Zhao, Tie Feng*. A Research Toward Chinese Named Entity Recognition Based on Transfer Learning, International Journal of Computational Intelligence Systems, 16.1 (2023): 56.

(6) Hui Kang, Jiahui Li, Lin Zhang, Tie Feng*, Qiuwen Yin, Yujun Liu. Agent-Based Decentralized Grid Model. IEEE Access, 8 (2020): 102595-102606.

(7) Li, Jiahui;Kang, Hui;Sun, Geng;Feng, Tie;Li, Wenqi;Zhang, Wei;Ji, Bai,IBDA: Improved Binary Dragonfly Algorithm With Evolutionary Population Dynamics and Adaptive Crossover for Feature Selection,IEEE Access,v 8, p108032-10805, 2020,IDS 号:MD5WH, IF: 3.745, Q2, DOI: 10.1109/ACCESS.2020.3001204

(8) Wang, Jian; Zhang, Xing; Kang, Hui*; Deng, Lingyue, Test Method and Risk Factor Definition of Forward Collision Warning System, IEEE Access, v8, p 47730-47740, 2020,IDS 号: LB5MH,IF: 3.745, Q2, DOI: 10.1109/ACCESS.2020.2979520

(9) Zenan, Shi; Shen, Xuanjing; Kang, Hui*; Lv, Yingda, Image Manipulation Detection and Localization Based on the Dual-Domain Convolutional Neural Networks,  IEEE Access, v 6, p76437-76453, 2018, IDS 号: HF5VA, IF: 4.098, Q2, DOI: 10.1109/ACCESS.2018.2883588

(10) Guo, Rui; Shen, Xuanjing;Kang,Hui*, Image segmentation algorithm based on partial differential equation,Journal of  Intelligent & Fuzzy Systems,v38, n4,p:3903-3909 ,2020,IDS 号: LP9NH,IF: 1.851, DOI: 10.3233/JIFS-179614 Q4

(11) Kang, Hui; Zhao, Ya-nan; Mei, Fang,A Graph Coloring Based TDMA Scheduling Algorithm for Wireless Sensor Networks, Wireless Personal Communications, v72, n2, p:1005-1022, 2013, IDS 号: 203SF, IF: 0.929, DOI: 10.1007/s11277-013-1052-9, Q4

(12) Guo, Rui;Shen, Xuanjing;Kang,Hui,Improved CS Algorithm and its Application in Parking Space Prediction,Journal of Bionic Energinerring,IDS 号: MC0VI, IF: 2.222, DOI: 0.1007/s42235-020-0056-x, Q2

EI期刊論文

(1) Kang, Hui ; Wang, Jia-Qi; Mei, Fang,A parallel programming language based on Pi-calculus,Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), v 46, n 1, p 235-241, January 1, 2016,DOI:10.13229/j.cnki.jdxbgxb201601035,Accession number:20160701935602

(2) Kang, Hui; Zhang, Shuang-Shuang; Mei, Fang,Petri net translation of recursion π-calculus,Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), v 44, n 1, p 142-148, January 2014,DOI:10.13229/j.cnki.jdxbgxb201401025, Accession number:20140517253055

(3) Kang, Hui; Wang, Zhi; Zhang, Shuangshuang; Mei, Fang,A new-type Pi calculus with buffers and its bisimulation,Journal of Computers (Finland), v 7, n 12, p 2931-2938, 2012,DOI:10.4304/jcp.7.12.2931-2938Accession number:20125215848152

(4) Kang, Hui ; Zeng, Ying-Ying; Liu, Zhi-Yong,Modeling the mobile communication service based on PI-calculus,Tongxin Xuebao/Journal on Communication, v 30, n 4, p 11-16, April 2009,Accession number:20092112092691

(5) Kang, Hui; Yuan, Sen-Miao; Pu, Jie; Liu, Yong;Translating WSDL to Pi calculus based model for Web services,Beijing Gongye Daxue Xuebao / Journal of Beijing University of Technology, v 34, n 11, p 1202-1206, November 2008,Accession number:20085211812671

(6) Kang, Hui ; Yuan, Sen-Miao; Jiang, Feng; Fu, Yu ,Modeling the mobile communication process using PI-calculus,Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), v 38, n SUPPL. 2, p 191-197, September 2008,Accession number:20084511687219

(7) Kang, Hui ; Shan, Dan; Mei, Fang; Cao, Di,Research on translation of index π-net based on index π-calculus,Journal of Computers (Finland), v 8, n 3, p 779-786, 2013,DOI:10.4304/jcp.8.3.779-786 ,Accession number:20131316146221

EI會議論文

(1) Jiahui Li, Hui Kang, Geng Sun*, Shuang Liang, Yanheng Liu, Ying Zhang, Physical Layer Secure Communications Based on Collaborative Beamforming for UAV Networks: A Multi-objective Optimization Approach, IEEE International Conference on Computer Communications (IEEE INFOCOM 2021). (EI, 中國計算機學會推薦 A類會議)

(2) Boxiong Wang, Hui Kang, Geng Sun*, Jiahui Li*. IoT Device Identification via A Bio-Inspired Feature Selection Approach, IEEE International Conference on Communications (IEEE ICC 2023). (EI, 中國計算機學會推薦 C類會議)

(3)  Zeqian Wei, Hui Kang, Hongjuan Li, Geng Sun*, Jiahui Li*, Xinyu Bao, Bo Zhu. Joint Feature Selection and Classifier Parameter Optimization: A Bio-inspired Approach, The 16th International Conference on Knowledge Science, Engineering and Management (KSEM 2023). (EI, 中國計算機學會推薦 C類會議)

(4) Hao Wang, Hui Kang, Geng Sun*, Jiahui Li, Jingwu Xiao, Ning Li. Position Errors Analysis, Prediction and Recovery for UAV-Enabled Virtual Antenna Array. IEEE Symposium on Computers and Communications (IEEE ISCC 2022). (EI, 中國計算機學會推薦 C類會議)

(5) Wenqi Li, Hui Kang, Tie Feng*, Jiahui Li, Zhiru Yue, Geng Sun. Swarm Intelligence-Based Feature Selection: An Improved Binary Grey Wolf Optimization Method, The 14th International Conference on Knowledge Science, Engineering and Management (KSEM 2021). (EI, 中國計算機學會推薦 C類會議)

(6) Xuejie Liu, Xin Yuan, Hui Kang*, Heng Kang, Chaoyu Yu. An Image Registration Method Based on Improved TLD and Improved ORB for Mobile Augmented Reality, IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2021). (EI, 中國計算機學會推薦 C類會議)

(7) Kang hui,A Four-Feature Keyword Extraction Algorithm Based on Word Length Priority Ratio,The 19th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom 2020) Guangzhou, China, December 29, 2020 - January 1, 2021 (EI, 中國計算機學會推薦 C類會議)

(8) Kanghui, Research and Improvement of Community Discovery Algorithm Based on Spark for Large Scale Complicated Networks,The 19th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom 2020)  Guangzhou, China, December 29, 2020 - January 1, 2021 (EI, 中國計算機學會推薦 C類會議)

(9) Hui, Kang; Xiuli, Yang; Sinmiao, Yuan,Modeling and verification of web services composition based on CPN, Proceedings - 2007 IFIP International Conference on Network and Parallel Computing Workshops, NPC 2007, p 613-617, 2007, (EI, 中國計算機學會推薦 C類會議),Accession number:20083111412743

(10) Xu, Nan; Kang, Hui; Mei, Fang,Modeling and implementation of distributed environment based on pi-calculus and agent,ICNC-FSKD 2018 - 14th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, p 1261-1266, July 2, 2018, Accession number:20191806858102

(11) Li, Bairun; Kang, Hui; Mei, Fang,Implementation of distributed multi-agent scheduling algorithm based on Pi-calculus,Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v 11344 LNCS, p 182-195, 2018, Smart Computing and Communication - 3rd International Conference, SmartCom 2018, Proceedings,Accession number:20185106271409

(12) Kang, Hui ; Yin, Qiuwen; Hui, Zi; Mei, Fang,A parallel model on internet protocol security based on Pi-calculus,1st International Conference on Electronics Instrumentation and Information Systems, EIIS 2017, v 2018-January, p 1-6, July 2, Accession number:20182605355895

(13) Chen, Haipeng; Zhao, Siqi; Bao, Han; Kang, Hui,Research of local outlier mining algorithm based on spark,1st International Conference on Electronics Instrumentation and Information Systems, EIIS 2017, v 2018-January, p 1-4, July 2, Accession number:20182605362041

(14) Kang, Hui; Fei, Fan; Yu, Dazhou; Mei, Fang,The solution of hybrid storage based on Hadoop,1st International Conference on Electronics Instrumentation and Information Systems, EIIS 2017, v 2018-January, p 1-5, July 2, Accession number:20182605362068

(15) Kang, Hui ; Xing, Xue; Wang, Xue; Qiu, Feng,Fault detection in distributed transactions based on extended pi-calculus,2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015, p 1548-1555, January 13, 2016,Accession number:20162002385328

(16) Kang, Hui; Liu, Siqi; Qiu, Feng,Conversion and verification of recursive structure in PI-calculus with compositional petri-NET,2015 11th International Conference on Natural Computation, ICNC 2015,Accession number:20161102105276

(17) Qi, Meng ; Zhang, Jinpeng; Cong, Xuebin; Kang, Hui,A novel implementation of multi-tenant database system based on tree-structured storage, World Automation Congress Proceedings, 2012, Accession number:20125015798139

獲獎情況:

發明專利

(1)混合存儲架構下的數據訪問方法,康輝;包涵等,授權公告日:2019.06.07,專利号:ZL201610261353.6,授權公告号:CN105956029B

(2)一種針對移動π演算語言的文件處理功能的編譯方法,康輝,李柏潤,徐男,授權公告日:2020.07.28,專利号:ZL201710865364.X,授權公告号:CN107562430B   

(3)一種裁判文書評查方法,康輝,趙旭,李家輝,專利号:2020103917569

(4)一種基于異步處理框架的具有自動測試功能的數據爬取方法,康輝,孫鑫,趙旭,專利号:2021100598941

(5)一種基于深度學習算法的Web API請求适配方法,康輝,唐宗澤,李柏潤,專利号:2019104336071

(6)一種聯合分類器參數和特征選擇的信息提取方法,康輝、于文玉、孫庚、李家輝、史乙棋,申請号: CN202210058069.4(等待實審提案)

(7)一種基于改進蜜獾算法的物聯網設備識别特征提取與選擇方法,康輝、王渤雄、李家輝、李洪娟,申請号:CN202211307323.6(等待實審提案)

(8)一種用于災區的無人機自組多跳網絡數據傳輸方法,康輝、李秉天、孫庚、李家輝、鄭曉雅、李洪娟、于文玉、劉劍橋,申請号:CN202211498779.5(等待實審提案)

(9)一種基于注意力機制的基數成本估算方法,康輝、劉劍橋、孫庚、王聽正、肖靜武,申請号:CN202210058083.4(等待實審提案)

(10) 一種低成本、高準确率的特征選擇方法,孫庚、李家輝、于文玉、康輝、王愛民、梁爽、紀柏、劉劍橋,申請号:CN202210160725.1(等待合議組成立)

獲得學術獎勵

(1)車載嵌入式安全通信平台,中國商業聯合會,中國服務業科技創新二等獎,2010-2-01-R02

(2)IPv4/IPv6雙棧安全車載網關,中國商業聯合會,全國商業科技進步二等獎,2009-2-30-R06

(3)網絡入侵檢測與流量監控技術應用研究,中國商業聯合會,全國商業科技進步一等獎,2008-1-14-R03

(4)網絡安全技術及其應用研究,吉林省科學技術進步獎勵委員會,科技進步二等獎,排名第4,2008.11.6

(5)GPRS網絡中業務量控制策略與QoS管理機制研究,吉林省科學技術進步獎勵委員會,科技進步三等獎,053028004,2005.12.3

(6)移動IP網絡中基于策略的管理機制研究,吉林省科學技術進步獎勵委員會,科技進步三等獎,063101006,2006.12.31

(7)車聯網的可信數據通信與應用服務關鍵技術及應用,吉林省科學技術進步獎勵委員會,科技進步一等獎,排名第6,2013.12.16

(8)計算機網絡安全實時監控系統,長春市科學技術進步獎勵委員會,科技進步一等獎,排名第6,2007010206

(9)網絡通信特性分析與實時監控技術應用研究,中國通信學會,科技進步三等獎,排名第3,KJ2008-3-15-G03

(10)車聯網的安全通信與服務平台,全國商業科技進步二等獎,2014-2-52-R04,2014.12

教學方面:

《數據管理》實踐教學團隊負責人、軟件學院教學委員會成員、伟德国际BETVlCTOR課堂教學卓越獎獲得者

1. 獲獎

(1) 軟件工程創新人才培養模式與教學改革,吉林省教育廳,吉林省高等教育省級教學成果一等獎,排名第4,2009.09

(2)《數據庫原理》課程教學改革的研究與實踐,伟德国际BETVlCTOR教務處,校級教學成果三等獎,負責人,2005.05

(3) 面向系統能力的軟件工程卓越人才培養探索與實踐,伟德国际BETVlCTOR教務處,教學成果一等獎,2018.9,第2

(4) 面向複雜工程問題的數據庫課程群建設與實踐,伟德国际BETVlCTOR教務處、教學成果三等獎,2018.9,第2

2. 項目

(1) 以複雜工程問題為核心的卓越計劃軟件工程專業建設與實踐MXF2016-1-16,全國高等學校計算機教育研究會,負責人,2016.3

(2) 數據庫高級技術案例庫的構建2014AL46,伟德国际BETVlCTOR研究生院,負責人,2014.6,完成

(3) 基于系統能力培養的軟件綜合實踐探索2019XYB185,伟德国际BETVlCTOR教務處,2019.7-2021.7,0.5萬元,運行

(4) 《數據庫系統原理》精品課,國家留學基金委:IBM教育開發基金,2004.7-2005.7,負責人,4.00萬元,完成

(5) DB2應用開發遠程教學課件,國家留學基金委:IBM教育開發基金,2007.7-2008.10,負責人,2.00萬元,完成

(6) 《數據庫系列課程》實踐性教學環節改革方案的研究與實踐,伟德国际BETVlCTOR教務處,2005.5-2008.9,負責人,0.4萬元,完成

(7) 軟件工程+X複合型創新人才培養模式研究與實踐,伟德国际BETVlCTOR教育教學改革重大項目,2009.08-2011.12,第4,3.00萬元,完成

(8) 《服務科學與工程》教學體系的研究與構建,伟德国际BETVlCTOR教育教學改革重大項目,2009.08-2011.12,第2,3.00萬元,完成

(9) 軟件工程專業實踐教學與實習⛩⛪➰建設的研究與實踐,吉林省教育廳,2006.5-2009.12,第5,3.00萬元,完成

(10) 《軟件工程碩士高水平創新課程體系建設》201051010,伟德国际BETVlCTOR研究生院,負責人,2011.12,完成

(11) 《數據庫系列課程教學團隊》,吉林省高等學校優秀教學團隊,2013.4,第2

(12) 《數據庫系統原理》,2019年吉林省精品在線開放課程

3. 數據庫系統原理國家一流課程、數據庫原理教育部精品課、吉林省優秀教學團隊、吉林省示範課程教學團隊骨幹成員

4. 教改論文

(1) Java網絡課件及考試系統的設計與實現,伟德国际BETVlCTOR出版社,2004.08,1作

(2) 軟件工程專業實踐教學體系建設的研究與實踐,高等教育出版社,2007.08,通訊作者

(3) 數據庫軟件實踐課程建設,伟德国际BETVlCTOR出版社,2010,1作

(4) 面向系統能力培養的《系統軟件綜合實踐》榮譽課程建設,計算機教育,1作,2021(4):56-59

5. 教材

(1) 計算機網絡(第一版),科學出版社,其他公開出版教材,2003.08,2作

(2) 計算機網絡(第二版),科學出版社,國家規劃教材,2007.08,2作

(3) 網頁設計教程,清華大學出版社,其他公開出版教材,2004.09,主編

(4) 計算機網絡基礎教程,清華大學出版社,其他公開出版教材,2005.12,主編

(5) 數據庫系統教程,清華大學出版社,其他公開出版教材,2008.01,2作

(6) 計算機網絡(第三版),科學出版社,國家規劃教材,2007.08,4作

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