Tangruichun

Intelligent Network Streaming Perception: For this research direction, research on multimedia service stream scheduling technology, agent caching technology, game theory and distributed system has been carried out.

Underwater image application technology: the research mainly studied the anti-degradation underwater image enhancement and recovery method and underwater image quality evaluation method; the underwater image defogging and enhancement method based on improved segmented dark channel; the multimedia data transmission optimization method based on underwater sensor network; the optimization of signal transmission of hydroacoustic network using CS-MUSIC algorithm, reducing the time complexity and signal noise in network transmission Research on methods such as interference.

Smart home and other applications: big data of home media perception, medical big data and slow disease geriatric based on deep learning applications.

Major projects under research

[1] 2017.7~2020.6, Presiding over Research on Key Technologies of Multi-service Multi-network Converged Communication Dispatch and Implementation of Integrated Command and Emergency Dispatch System, National Key R&D Program, 2017YFC0806205 .

[2] 2017.8~2020.7, Research on data collection strategy and network architecture analysis of marine IOT based on demand dispatching and complex environment analysis (ZR20170217034), Natural Science Foundation of Shandong Province.

[3] 2016.1~2017.12, Participating in Research and Development and Application Demonstration of Intelligent Manufacturing Integrated System for Home Appliance Enterprises (2016GGB01276), Shandong Province Key R&D Program Project.

[4] 2016.1~2017.12, Presided over Personalized customization system based on IPv6 smart home appliances, Xaar Network Next Generation Internet Technology Innovation Project.

[5] 2016.1~2018.12, chaired Medical big data application, horizontal project.

[6] 2011.1~2013.12, presided over Digital home service media device integration technology research, National Science and Technology Support Program Project (2011BAH16B03).

[7] 2007.1~2010.12, chaired Digital home software technology integration development and demonstration, National Science and Technology Support Program Project (sub-project).

[8] 2009.3~2011.12, chaired Tool library for drawing topology diagram of power line communication network, a horizontal project.

[9] 2009.1~2011.12, participated in the Open Streaming Media Module Card Digital TV Embedded Software Platform, a national Nuclear High Foundation major project.

[10] 2014.1~2016.12, participated in Smart TV SoC chip R&D and industrialization, National Science and Technology Major Project (2013ZX03005011).

[11] 2008.1~2011.12, Quantitative inversion of sea surface meteorological parameters and fine extraction of climate modes by measurement satellite, National Natural Science Foundation of China (40730530).

[12] 2007.7~2009.12, Research on Scalable Chinese Speech Synthesis System, National Natural Science Foundation of China (60602017).

[13] 2013.1~2015.12, Research on data transmission algorithm for underwater sensor network with channel-oriented characteristics, National Natural Science Foundation of China.

[14] 2012.1~2014.12, National Science and Technology Support Project (No.2012BAH15F01), Research on Community Life Service Integration Scheme and Standard.

[15] 2012.1~2014.12, Participated in the National Science and Technology Support Program of China (No.2012BAH12F01), Research on Key Technologies for Integrating Science and Technology Services in Special Industrial Clusters.

Member of IEEE Computer Society, member of Chinese Computer Society, special expert of Haier State Key Laboratory of Digital Home Appliance, member of Qingdao Expert Committee on Confidentiality.

Publications:

[1] Xiao, Nianhao; Zou, Yuanchen; Yin, Yaguang; Liu, Peishun; Tang, Ruichun. DRNN: Deep Residual Neural Network for Heart Disease Prediction[C]. Journal of Physics: Conference Series, v 1682, n 1, 2020(EI: 20204909592722)

[2] Zhang Hui, Xiao Niannao, Liu Peishun, Wang Zhicheng, Tang Ruichun[C]. 2020 5th International Conference on Multimedia Systems and Signal Processing, ICMSSP 2020, pp. 69-73. (EI: 20204209344613)

[3] Guanghui Xing, Peishun Liu, Hui Zhang, Ruichun Tang, Yaguang Yin. A Two-Stream Network for Underwater Acoustic Target Classification. 2020 6th International Conference on Robotics and Artificial Intelligence. pp.248–252.

[4] Xiaodong Sun, Xiaohan Yin, YaGuang Yin, Peishun Liu, Liang Wang, Ruichun Tang Underwater Acoustic Target Recognition Based on ReLU Gated Recurrent Unit. 2020 6th International Conference on Robotics and Artificial Intelligence. pp.41–46.

[5] Xiaohan Yin, Xiaodong Sun, Peishun Liu, Liang Wang, and Ruichun Tang. Underwater Acoustic Target Classification Based on LOFAR Spectrum and Convolutional Neural Network. Proceedings of the 2nd International Conference on Artificial Intelligence and Advanced Manufacture. pp.59–63. (EI: 20204609486700)

[6] Liu S, Sun X, Tang R, Zhang X, Yin X, Jiang Q. Survey on Context-aware Systems and Their Applications[C]//International Conference on Electronics Information and Emergency Communication. IEEE,Beijing, China, 2019: 234-237.

[7] Luo Liang，Ruichun Tang*. An improved collaborative filtering algorithm based on node2vec[C]// 2018 2nd International Conference on Computer Science and Artificial Intelligence ,ACM  CSAI 2018 Shenzhen, China, Dec 8-10, pp. 218-222 (EI：20191106628994)

[8] Yi Mu, Nianhao Xiao, Ruichun Tang*, Liang Luo, Xiaohan Yin. An Efficient Similarity Measure for Collaborative Filtering [CA]//Procedia Computer Science, 2018 International Conference on Identification, Information and Knowledge in the Internet of Things,IIKI 2018 Beijing, China, October 19-21, pp. 416-421(EI：20192206973945)

[9] Wenxu Wang , Ruichun Tang , *, Cheng Li , Peishun Liu , Liang Luo.  A BP neural network model optimized by Mind Evolutionary Algorithm for predicting the ocean wave heights[J], Ocean Engineering, AUG 15 2018, 162:98-107 (SCI: 000438481600007, EI: 20182105235225 IF: 2.73,JCR:Marine Engineering Area 1)

[10] Xiaoyang Liu, Peishun Liu, Tianli Long, Ze Lv, Ruichun Tang*. An Efficient Depth-Based Forwarding Protocol for Underwater Wireless Sensor Networks[C]// 2018 the 3rd IEEE International Conference on Cloud Computing and Big Data Analysis, ICCCBDA 2018 Chengdu, China, April 20-22, pp. 467-475(EI：20182905579863)

[11] Lv Z., Tang R. C.*, Tao Y., Sun X., and Xu X. W., 2017. L2-LBMT: A Layered Load Balance Routing Protocol for Underwater Multimedia Data Transmission. Journal of Ocean University of China, 2017, 16(6): 1018-1026, (SCI:000414791700010)

[12] Tang, R. C. Fang, L. H. Pang, M. Xu, X. W. Ding, H. Q. A personalized cloud media service selection algorithm based on QoS prediction mechanism [J]. Journal of Beijing University of Posts and Telecommunications:Natural Science Edition. (EI: 20170703354418)

[13] Guo Q. W., Xue L. L., Tang R. C.*, Guo L.R.. Underwater Enhancement based on the Dark channel prior and Attenuation compensation[J]. Journal of Ocean University of China. (SCI:000407615200005)

[14]GUO Shuangle, TANG Ruichun*, PENG Linhui, et al. Matched field localization based on CS-MUSIC algorithm[J]. Journal of Ocean University of China, 2016, 15(2):254-260.(SCI: 000376023500008)

[15] Tang Rui-Chun, Zhang Xiao-Nan, Guo Shuang-Le,et al. A cell phone fault case matching algorithm based on rough set and Euclidean distance[J]. Journal of Ocean University of China:Natural Science Edition, 2015(12):125-130.

[16] Rui-chun Tang, Yue Qiu, Xiang-qian Ding, Jing Li, Cloud media resource allocation algorithm based on utility maximization negotiation mechanism, Journal of Jilin University (Engineering Edition), 2015,45(3):932-937.(EI: 20152300916583)

[17] Rui-chun Tang, Yuan-zhen Yue, Xiang-qian Ding, Yue Qiu. credibility-based cloud media resource allocation algorithm [J]. Journal of Network and Computer Applications, 2014, 46 C: 315-321. (SCI: 000347769900025, EI: 20145000323825, IF: 2.229, JCR: Software Engineering Zone 2)

[18] Tang Rui-Chun, Feng Snap, Ding Xiang-Qian, Xu Hui-Min. Context-aware content adaptation algorithm based on context and its application in UPnP AV, Journal of Jilin University (Engineering Edition), 2014, 44(5): 2882-2885. (EI: 20144200113282)

[19]Qingyun Jiang, Ruichun Tang*, Peishun Liu, Yue Qiu, Huimin Xu. Research on Dynamic Data Fusion Algorithm based on Context Awareness[C], IEEE International Conference on Progress in Informatics and Computing, Shanghai, China, 2014， 529-534.（EI:20145200358249）

[20]Tang Ruichun, Hou Junwei, and Guo Shuangle, “A Peer Selection Algorithm Based on Tolerance and Behavior Capacity in P2P Streaming Media System,” Seventh China Wireless Sensor Network Conference (CWSN) 2013, Qingdao, China, Oct. 17-19, 2013. (EI: 20142017716347)

[21]Hong bo-hai,Tang Rui-chun*,Zhai Yi-li et al.. A Resources Allocation Algorithm based on Media Task QoS in Cloud Computing[C].The 4th IEEE International Conference on Software Engineering and Service(System) Sciences,Beijing,China,2013.(EI：20135117099846)

[22]Xiao Feng, Tang Rui-Chun*, Zhai, Yi-Li; Feng, Yu-Qing; Hong, Bo-Hai An MPEG-21-driven multimedia adaptation decision-taking engine based on constraint satisfaction problems[C]. 5th International Conference on Digital Image Processing (ICDIP). Beijing, China, 2013. (EI：20135017087372)

[23] YAFANG LIU, RUICHUN TANG*, HUIMIN XU. A P2P resource allocation algorithm based on competition mechanism[J]. Journal of Natural Sciences, Ocean University of China.2013 ,43(3),98-103.

[24] Tang, R. C., Ding, Y. J., Zhai, Y. L.. A service-aware disjoint multipath algorithm for wireless multimedia sensor networks[J]. Journal of Natural Sciences, Ocean University of China. 2013,43(8).

[25] Xu G, Tang Rui Chun*, Song Youju. A system steady-state based streaming media scheduling strategy in hybrid CDN and P2P network architecture[J]. Journal of Natural Sciences of Ocean University of China,2012,42(1-2):163-168.

[26] Ding Yongjie,Tang Ruichun*,Xu Huimin. An Improved Service-aware Multipath Algorithm for Wireless Multimedia Sensor Networks[C]. 2013 International Conference on Graphic and Image Processing(ICGIP),2013,Singapore,vol(8768)4k 1-5.(EI：20132916518095)

[27] SongYou-Ju, Tang Rui-Chun* and Xu Guang, An evaluated priority based p2p streaming media scheduling algorithm[J].  Manufacturing Systems and Industry Application, 2011, 267(6):543-548. (EI: 20112914166138)

[28] Tang Rui-chun, Hou Jun-wei,Guo Shuang-le．A Peer Selection Algorithm Based on Tolerance and Behavior Capacity in P2P Streaming Media System[C].EBISS2011, Wuhan, China, 2011,5.

[29] Tang Rui-Chun, Ji Hong-Ying, Gong Cun-Qun. Cluster-based scheduling strategy for mobile multimedia customer requests [J]. Journal of Natural Sciences, Ocean University of China. 2011,(1/2):169-174.

[30] Tang Rui-chun, Lv Xian-min, Zhai Yi-li et al. Optimal Tracking Control for NonLinear Large-scale Systems with Persistent Disturbances[J].  Journal of Control Theory and Applications. 2010, 8(4):515-520. (EI: 20105113500886)

[31] Tang Rui-Chun, Xu Shi-Ru, Wei Qing-Lei. A cache-state-based service node selection strategy in agent-assisted P2P-VoD systems [J]. Journal of Natural Sciences, Ocean University of China. 2010, 40(4): 099-104.

[32] Tang Rui-Chun, Liu Bin, Xu Shi-Ru. Cluster cache-based node selection strategy in hierarchical P2P systems [J].  Journal of Natural Sciences, Ocean University of China.2010,40(1):104-108.

[33] Tang Rui-Chun, Guo Shuang-Le, Ji Hong-Ying. HOGGH: A routing optimization algorithm for WMSN networks [J]. Journal of Natural Sciences, Ocean University of China.2010,40(11):123-128.

[34]Tang Rui-chun,Guo Shuang-le,Ji Hong-ying et al.A Heuristic Optimization Algorithm for Geographic Greedy Hole-bypassing Routing Algorithms in WMSNs [C]. Proceedings - 2010 3rd IEEE International Conference on Broadband Network and Multimedia Technology IC-BNMT2010, Shanghai, China, 2010, Oct(26-28): 540-545(EI:20110813688934).

[35] Tang Rui-Chun,Wei Qing-Lei,Liu Bin. A proxy cache streaming scheduling algorithm based on P2P collaboration[J]. Journal of Electronics and Information.2009,31(11):2757-2761.(EI: 20095112567102)

[36]Tang Rui-chun, Ma Hua-min, Guo Shuang-le et al. Optimal tracking control for linear time-delay large-scale systems with persistent disturbances[J].  Journal of Systems Engineering and Electronics.2009, 20(5):1058-1064. (SCI:520HH-000271832900021, EI:20103613214201)

[37]Tang Rui-chun，Ma Hua-min，Guo Shuang-le. Optimal Tracking Control for NonLinear Time-delay System with Persistent Disturbances [J]. 系统仿真学报. 2009，21(9):2029-2032.

[38]Tang, Rui-Chun, Lu, Xian-Min. Optimal tracking control of time-lagged nonlinear large systems with continuous disturbances. Control and Decision. 2008,23(11):237-1241. (EI:20085111797506)

[39]Tang Rui-chun, Ma Hua-min. Optimal Tracking Control for Linear Time-delay System with Persistent Disturbances [J]．Dynamics of Continuous Discrete and Impulsive Systems-series a-Mathematical Analysis．2006，13(12):921-925．(SCI: 126NQ-00024 3520000086)

[40]Tang Rui-Chun, Ma Hu-Min, Zhao You-Gang, Zhai Yi-Li. Optimal tracking control of nonlinear systems with continuous disturbances[J]. Journal of System Simulation. 2006,18(10):2882-2885. (EI: 064910290127)

Scientific Research Experience and Achievements.

[1] Key Technology Research and Industrial Application of New Intelligent Human-Computer Interaction and Fusion Computing, First Prize of Shandong Province Science and Technology Progress Award, 2019, Position 6.

[2] Intelligent online English test system based on B/S architecture, Shandong Province Professional Degree Postgraduate Excellent Practice Achievement Award, Achievement accomplished by: Li Xiang, Supervisor: Tang Ruichun, Awarded by: Shandong Provincial People's Government Degree Committee Shandong Provincial Education Department, 2015.10.

[3] Rui-Chun Tang (Graduate Advisor), Dynamic integration and analysis system of marine environment monitoring data based on WebGIS, Shandong Province Postgraduate Excellent Science and Technology Innovation Achievement Award, Third Prize, 2011.

Educational and teaching achievements.

[1] Outstanding Innovation and Entrepreneurship Mentor, The 4th China Internet+ Student Innovation and Entrepreneurship Competition.

[2] Cloud Media Resource Allocation Algorithm Based on Credit Degree, The 16th Excellent Master's Thesis Supervision Award, Ocean University of China, 2016.7.

[3] Outstanding Visiting Scholar, Tsinghua University, 2015.7.

[4] Application in context-aware content adaptation based on UPnPAV architecture, The 14th Outstanding Master's Thesis Supervision Award, Ocean University of China, 2014.4.

[5] Rui-Chun Tang (Position 6), Research and Practice of Graduate Student Cultivation Model Based on Inter-University Research Cooperation, Provincial Teaching Achievement Award for Graduate Education in Shandong Province, Third Prize, 2009.

[6] The Third Undergraduate Teaching Excellence Award of Ocean University of China, Third Prize, 2007.

[7] Second Prize of the Second Bank of Communications Incentive Teacher Fund, 2006.

[8] Outstanding Contribution Award of College of Information Technology, 2005.

[9] School-level Excellence Course Computer Network (first), 2005.

[10] Provincial Excellence Course Computer Network (second place), 2006.

[11] Third Prize of Teaching Achievement of Ocean University of China (first place), 2004.

[12] Lectured Computer Network as a model course of Information College, 2006.

[13] Outstanding Instructor for College Students, Ocean University of China, 2002.