个人简历
宋晓，男，副教授，博导。北京航空航天大学自动化学院先进仿真技术系党支部书记，德国帕德伯恩大学、新加坡国立大学访问学者，亚洲仿真学会联盟观察员/新闻主编，中国仿真学会理事，国际交流委员会副主任。研究方向主要是分布式计算/仿真和计算机集成制造。主持2项国家自然基金、多项部级课题和横向课题，在IEEE Trans on Intelligent Transportation System、Simulation Modeling、Physica A等顶级国际期刊发表论文SCI论文30余篇，EI论文40余篇，他引400余次，H因子11。复杂系统建模相关论文多次获国际会议最佳论文奖，中国仿真学会年度优秀论文奖。担任多个SCI/EI期刊审稿人，IJMSSC编委。授权国家发明专利5项，软件著作权3项。
近年来，出版专著、译著各一部。“并行分布仿真系统关键技术研究”项目获2016年中国仿真学会科技进步一等奖，“基于语义SOA(SSOA)的服务化/智能化企业信息系统集成与管控技术及应用”项目获教育部科技进步二等奖。
2016年起至今，指导学生获国际数学建模竞赛（Mathematical Contest In Modeling）2次2等奖、1次1等奖（Meritorious），1次特等奖提名（Finalist）。
研究领域
当前位置: 中文主页 >> 研究领域1.并行化、组件化建模/仿真语言及其应用
基于复杂工程问题的并行化、组件化建模/仿真语言，研发代码生成编译器，建立面向航天、航空的模型组件库，研发面向复杂航天器的气动/弹体解算和联合仿真系统。
2.智能建模与仿真方法
建立行人数据库OpenPTDS，提出改进的深度卷积长短记忆网络（Deep Convolutional LSTM Network, DCLN）模型，结合卷积对行人空间环境的感知和长短记忆网络（LSTM）对行人时序行为的学习。结果表明，我们DCLN的预测轨迹比经典的社会力（SF）和最新的Social-LSTM更接近真实数据（Real）。
开授课程
当前位置: 中文主页 >> 开授课程[1]系统建模与仿真
[2]Introduction to System Simulation and Applications
[3]C语言程序设计
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科研项目
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论文
当前位置: 中文主页 >> 论文[1] 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.
[2] 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: **013.
[3] [35]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.
[4] [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: **001.
[5] [33]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.
[6] [32]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
[7] [31]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.**.
[8] [30]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.
[9] [29]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.
[10] [28]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: **001)
[11] [27]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.
[12] [26]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.
[13] [25]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:**004)
[14] [24]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
[15] [23]J. Wang, X. Song, "Modeling and Simulation of China C Series Large Aircraft with Microburst," Mathematical Problems in Engineering, vol. 2016, Article ID **, 10 pages, 2016. doi:10.1155/2016/**. WOS: **001
[16] [22]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: **001
[17] [21]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
[18] [20]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:**005.
[19] [19]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: **001
[20] [18]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.
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荣誉及奖励
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