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个人简介

学习经历 1995.09-1999.06 北京航空航天大学 自动控制 学士 1999.09-2006.01 北京航空航天大学 导航、制导与控制 硕博连读,博士 工作经历 2020.03至今 北京航空航天大学网络空间安全学院,副教授 2009.8-2020.02 北京航空航天大学自动化科学与电气工程学院,副教授 2006.01-2009.7 北京航空航天大学自动化科学与电气工程学院,讲师 荣誉及奖励 2016年获中国仿真学会科技进步一等奖(排名1/5) 2019年获中央军委科技委科技进步一等奖(排名9/15) 2014年获教育部科技进步二等奖(排名9/10) 2016年获国际建模仿真大会杰出论文奖(排名2/通讯) 2019年获自动化学会教学成果二等奖(排名5/6)

研究领域

工业互联网,区块链,密码学,知识图谱,工控安全 小型机械天线,电磁仿真 复杂航天系统建模/仿真,并行计算,军事推演

近期论文

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深度卷积LSTM轨迹预测.[期刊]:IEEE Transactions on Intelligent Transportation Systems,2020 王琛, 崔勇, 宋晓*, 袁海文,基于驻极体材料的机械天线式低频/甚低频通信磁场传播模型研究, 物理学报, 2020..[专著] Liang B, Cui Y, Song X*, Li L, Wang C. Multi-block Electret-based Mechanical Antenna Model for Low Frequency Communication[J]. International Journal of Modeling, Simulation, and Scientific Computing, 2019..[专著] 崔勇,王琛,宋晓*,梁博文.基于驻极体材料的机械天线式低频通信系统仿真研究.自动化学报,2020.[专著] Jing Bi, Haitao Yuan, Ming Tie, Xiao Song, Heuristic Virtual Machine Allocation for Multi-tier Ambient Assisted Living Applications in a Cloud Data Center, China Communications, 2016, 13(5) -56-65. Yong Cui, Qiusheng Wang, Haiwen Yuan, Xiao Song, Relative Localization in Wireless Sensor Networks for Measurement of Electric fields under HVDC Transmission Lines, Sensors, 2015, 15(2): 3540-3564. WOS: 000351992700013. Xiao S., Li BH, Chai, XD, Research on key technologies of complex product virtual prototype lifecycle management (CPVPLM), SIMULATION MODELLING PRACTICE AND THEORY, 2008, 16(4): 387-398. [34] Yaofei Ma, Xiao Song, A Simulation Perspective: Error Analysis in the Distributed Simulation of Continuous System, Mathematical Problems in Engineering, 461513,DOI: 10.1155/2015/461513. WOS: 000362035700001. Tang, Zhiyong , Yang, Jianbing; Pei, Zhongcai; Song, Xiao; Ge, Baoshuang, Multi-Process Training GAN for Identity-Preserving Face Synthesis, IEEE Access, 7: 97641-97652, 2019. Yong Cui, Xiao Song, Luxing Zhao, Haiwen Yuan, Guifang Wu, Chen Wang, WSN-Based Measurement of Ion-Current Density Under High-Voltage Direct Current Transmission Lines, IEEE Access, 2019, 7(1): 10947-10955 Kai Chen, Xiao Song, Xiang Zhai, Baochang Zhang, Baocun Hou, Yi Wang, An Integrated Deep Learning Framework for Occluded Pedestrian Tracking, IEEE Access, 2019, 7(1): 26060-26072, 10.1109/ACCESS.2019.2900296. Gongzhuang Peng, Hongwei Wang, Xiao Song, Heming Zhang, Intelligent management of coal stockpiles using improved grey spontaneous combustion forecasting models, Energy, 2017, 132(8): 269-279. Yong Cui, Haiwen Yuan, Xiao Song*, Zhao LX, et al., Model, Design, and Testing of Field Mill Sensors for Measuring Electric Fields Under High-Voltage Direct-Current Power Lines, IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2018, 65(1): 608-615. Teng, D, Song, X. Gong, Gong GH, Han L., Robustness of Deep Neural Networks in Adversarial Examples, International Journal of Industrial Engineering Theory Applications and Practice, 2017, 24(2): 123-133. (WOS: 000405301100001) Wang, Yi ; Han, L (Han, Liang) ; Xiao, S (Xiao, Song) ; Wang, JY (Wang, Jiangyun) ; Zhai, X (Zhai, Xiang), A novel statistical approach to remove salt-and-pepper noise, JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION,2017, 87(13): 2538-2548. Song, X, Ji, Hang, Tang, WJ, et al. A Simulation-language-compiler-based Modeling and Simulation Framework, International Journal of Industrial Engineering Theory Applications and Practice, 2017, 24(2): 134-145. Xiao Song, Ziping Xie, Yan Xu, Gary Tan, Supporting real-world network-oriented mesoscopic traffic simulation on GPU, Simulation Modelling Practice and Theory, 2017, 74(3) : 46-63. (WOS:000400231800004) Yi Wang, Jiangyun Wang, Xiao Song, Liang Han, An Efficient Adaptive Fuzzy Switching Weighted Mean Filter for Salt-and-Pepper Noise Removal, IEEE SIGNAL PROCESSING LETTERS, 2016, 23(11):1582-1586 J. Wang, X. Song, "Modeling and Simulation of China C Series Large Aircraft with Microburst," Mathematical Problems in Engineering, vol. 2016, Article ID 2371594, 10 pages, 2016. doi:10.1155/2016/2371594. WOS: 000379475500001 Yaofei Ma, Xiao Song, Jiangyun Wang, Zhen Xiao. A Practical Infrastructure for Real-time Simulation across Timing Domains, Mathematical Problems in Engineering, 2015, http://dx.doi.org/10.1155/163845, WOS: 000353486700001 Yaofei Ma, Xiaole Ma, Xiao Song. A Case Study on Air Combat Decision Using Approximated Dynamic Programming, Mathematical Problems in Engineering, 2014, http://dx.doi.org/10.1155/183401 Jin Yan, Xiao Song, Guanghong Gong, Averaged ratio between complementary profiles for evaluating shape distortions of spherical hierarchical tessellations, Computers & Geosciences, 2016, 87(2): 41-55. WOS:000368220600005. Xiao Song, Yulin Wu, YaofeiMa, Yong Cui, and Guanghong Gong, Military Simulation Big Data: Background, State of the Art, and Challenges, Mathematical Problems in Engineering, 2015, Article ID 298356. DOI: 10.1155/2015/298356 , WOS: 000365909600001 Song Xiao, Zhang Lin, Gong Guang-hong, Di Yan-Qiang, Yu Peng-fei, Digital product data exchange in semantic service-oriented architecture, COMPEL - The international journal for computation and mathematics in electrical and electronic engineering, 2009, 28(6): 1560-1578. Song Xiao, Chai Xudong, Zhang Li, Modeling Framework for Product Lifecycle Information, Simulation Modelling Practice and Theory, 2010, 18(8) :1080-1091, Xiao Song, Yaofei Ma, Wei Zhang, Jiangyun Wang, Quantized State based Simulation of Time Invariant and Time Varying Continuous Systems, Mathematical Problems in Engineering, 2015, http://dx.doi.org/10.1155/2015/141607. (WOS: 000355814300001). Song, X, Zhang, L, He, DJ, Ren, ZY, A DEVS Based Modelling and Methodology-COSIM. APPLIED MATHEMATICS & INFORMATION SCIENCES, 2012, 6(2): 417-423. WOS-000309327700013, Chen Yang, Peng Chi, Xiao Song, Ting Yu Lin, Bo Hu Li, Xudong Chai, An efficient approach to collaborative simulation of variable structure systems on multi-core machines, Cluster Computing, 19(1):29-46. DOI 10.1007/s10586-015-0498-9, 2015.WOS: 000373179800003 Xiao Song, Yaofei Ma, Da Teng, A Load Balancing Scheme Using Federate Migration Based on Virtual Machines for Cloud Simulation, Mathematical Problems in Engineering, 2015, http://dx.doi.org/10.1155/2015/506432. WOS: 000354328300001. Yulin Wu, Xiao Song, Guanghong Gong, Real-time load balancing scheduling algorithm for periodic simulation models, Simulation Modelling Practice and Theory, 2015, 52(1): 123-134. WOS:000350017000008 Yan Xu, Xiao Song, Zhiyong Weng, Gary Tan. An Entry Time-based Supply Framework (ETSF) for mesoscopic traffic simulations, Simulation Modelling Practice and Theory, 2014, 47(6), 182-195. Xiao Song, Shaoyun Zhang, Xuecheng Shi. Measurement of network complexity and capability in command and control system. Journal of Statistical Computation and Simulation, 2013, 84(6): 1232-1248. (SCI, DOI: 10.1080/00949655.2013.814134, WOS-000330705200006 Xiao Song, Wen Shi, Opinion Dynamics in Command and Control Network with Impact of Informal Organization, Scientia Iranica, 2015, 22(4): 1635-1641. (WOS:000361424900015). Xiao Song, Wen Shi, Gary Tan, Yaofei Ma, Multi-level Tolerance Opinion Dynamics in Military Command and Control Networks, Physica A-statistical mechanics and its applications, 2015, 437(11): 322-332, 2015, WOS: 000359029500026. Xiao Song, Wen Shi, Yaofei Ma, Chen Yang, Impact of Informal Networks on Opinion Dynamics in Hierarchically Formal Organization, Physica A-statistical mechanics and its applications, 2015, 436(10): 916-924, WOS:000357704500084. Song X, Zhang Z, Peng G, et al., Effect of authority figures for pedestrian evacuation at metro stations, Physica A-statistical mechanics and its applications, 2017, 465(1):599-612. WOS: 000386411700058. Xiao Song, Shaoyun Zhang, Lidong Qian. Opinion dynamics in networked command and control organizations, [J]. Physica A - statistical mechanics and its applications, 2013 , 392(20): 5206-5217. (SCI, WOS: 000324079800047. Xiao Song, Daolin Han, Jinghan Sun, Zenghui Zhang, A data-driven neural network approach to simulate pedestrian movement, Physica A-statistical mechanics and its applications, 2018, 509(11): 827-844. X. Song, Jinghan Sun*, H. Xie, et al., Characteristic time based social force model improvement and exit assignment strategy for pedestrian evacuation, Physica A-statistical mechanics and its applications, 2018, 505(9): 530-548. Xiao Song, Liang Ma, Yaofei Ma, Chen Yang, Hang Ji , Selfishness- and Selflessness-based Models of Pedestrian Room Evacuation, Physica A-statistical mechanics and its applications, 2016, 447(4): 455–466. Xiao Song, Hongnan Xie, Jinghan Sun, Daolin Han, Yong Cui, Bin Chen, Simulation of Pedestrian Rotation Dynamics near Crowded Exits, IEEE Transactions on Intelligent Transportation Systems, 2019, 20(8): 3142 – 3155. 复杂系统建模与仿真语言.[专著].北京,2019

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