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空天论坛预告

文章来源:学院办公室           添加时间:2018/6/6 17:27:12

 本次空天论坛特别邀请美国中田纳西州立大学Professor Lei Miao,与我校师生分享他的研究心得。具体安排如下,欢迎感兴趣的师生参加:

  一、时 间:2018614日(周2:304:00

  二、地 点:研究院大楼202会议室

  三、主持人:航空航天学院       蒋定德 教授

  四、报告内容

  主题:Making Smart Decisions in Intelligent Transportation Systems

  主讲人:Dr. Lei MiaoMechatronics Engineering, MTSU

  交流内容:The era of Internet of Things (IoT) provides unique opportunities to making our transportation systems intelligent. In this talk, two decision and control problems in Intelligent Transportation Systems (ITS) are discussed. The first topic is about smart traffic light control. Today’s fixed-cycle traffic signaling is highly suboptimal and aggravates traffic congestion and waste of fuel in urban areas. In addition, it offers no Quality-of-Service (QoS) guarantee and makes travel time prediction very hard. In this talk, we study how traffic light scheduling affects the worst-case wait time and provide insight on providing QoS to cars at intersections. The second topic is related to optimal pedestrian navigation in urban environments. In particular, we formulate the problem and show that model-free Q-learning algorithms can be used to solve the problem. Different from regular reinforcement learning problems, pedestrian navigation is agent-specific, i.e., the optimal policies depend on not only the stochastic processes involving traffic lights, road condition, etc., but also the agents’ behavior.

 

  主讲人简介:

Dr. Lei Miao is currently Assistant Professor of Mechatronics Engineering at Middle Tennessee State  University in Murfreesboro, TN, USA. He earned Ph.D. degree from Boston University, Master''s and Bachelor''s degrees from Northeastern University of China, in 2006, 2001, and 1998, respectively. From 2006 to 2009, he was with Nortel Networks in Billerica, MA and developed ultra-high speed Ethernet Routing Switches and several IEEE protocols, including IEEE 802.1ah Provider Backbone Bridges. From 2009 to 2011, he was a Visiting Assistant Professor at the University of Cincinnati. From 2011 to 2014, he was a senior wireless networking and software engineer with NuVo Technologies/Legrand North America. In this role, he designed, optimized, and tested NuVo wireless whole-home audio systems. From 2014 to 2015, he was an Assistant Professor at the State University of New York Farmingdale. He has had over 10 years R&D experience in system control and optimization, with applications to wireless networks and Intelligent Transportation Systems (ITS). He holds one U.S. provisional patent and has published one book and over twenty papers in referred conferences and journals, including IEEE INFOCOM, IEEE Transactions on Automatic Control, and IEEE Transactions on Control of Network Systems. In the area of ITS, he has had extensive experience and publications in using information technology and machine learning to adaptively control traffic light, assist parking, and provide guidance for optimal pedestrian navigation.

  五、主办单位:航空航天学院

  欢迎广大老师和同学参加!

                                                

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