期刊文献+

微观交通仿真中随机决策换道行为研究 被引量:5

Study on Stochastic Decision Model of Lane Changing in Microscopic Traffic Simulation
原文传递
导出
摘要 车辆在自由行驶或者处于跟驰状态时,经常进行由慢车道向快车道以便于获得更好的行驶环境。这需要驾驶员根据交通环境状态做出是否进行换道的决策。通过分析快车道行驶车辆对当前车的影响,结合蒙特卡罗仿真方法,提出了一种新的换道随机决策模型。在不同的流量条件下,对车辆换道次数的实测值和仿真模拟值进行具有统计意义的显著性差异分析,验证了模型的有效性。 In order to run quickly with complying the restriction of running speed fi'om the lane, the vehicle on rtmning fi'eely or following changes frequently from slow-speed lane to high-speed lane. So the driver needs to make a decision to change lane according to running circumstance, By analyzing influence of the vehicle running at the adjacent high-speed lane, a new stochastic decision model based on Monte Carlo method was developed. The simulation model has been verified by significant difference analyzing to the values of simulation and the field datum of the lane changing times with under different traffic flows.
出处 《系统仿真学报》 EI CAS CSCD 北大核心 2008年第16期4273-4277,共5页 Journal of System Simulation
基金 国家自然科学基金重点项目(60134010) 教育部重大项目培育基金--城市智能化综合交通与运输安全。
关键词 车道变换 随机决策 蒙特卡罗方法 微观交通仿真 lane changing stochastic decision Monte Carlo method microscopic traffic simulation
  • 相关文献

参考文献10

  • 1Cetin N, Nagel K, Raney B, et al. Large-scale Multi-agent Transportation Simulation [J]. Computer Physics Communications (S0010-4655), 2002, 147(1): 559-564.
  • 2王家凡,罗大庸.交通流微观仿真中的换道模型[J].系统工程,2004,22(3):92-95. 被引量:19
  • 3闻育,吴铁军,周春芳,陆续,刘泓.基于决策优化模型的驾驶行为建模方法[J].浙江大学学报(工学版),2006,40(4):704-707. 被引量:8
  • 4Sultan B, McDonald M. The Lane Changing Process: Data Analysis & Modeling Behavior [J]. Traffic Engineering+Control (S0041-0683), 2001, 42(3): 202-207.
  • 5王晓原,孟昭为,宿宝臣.微观仿真车道变换模型研究[J].山东理工大学学报(自然科学版),2004,18(1):1-5. 被引量:18
  • 6Ahmed K I, Ben-Akiva M, Koutsopoulos H N, Mishalani R G.. Models of Freeway Lane Changing and Gap Acceptance Behavior[C]. Proceedings of the 13th International Symposium on the Theory of Traffic Flow and Transportation, Oxford: Pergamon Press, 1996: 501-515.
  • 7Hidas E Modeling Lane Changing and Merging in Microscopic Traffic Simulation [J]. Transportation Research (PartC) (S0968-090X), 2002, 10(5) : 351-371.
  • 8Jitth-Biing S, Stephen G R. Stochastic Modeling and Real-time Prediction of Vehicular Lane-changing Behavior. [J] Transportation Research Part B (SO 191-2615), 2001, 35(7): 695-716.
  • 9Salvucci D D, Boer E R, Liu A. Toward an Integrated Model of Driver Behavior in a Cognitive Architecture[R]. [R]// Transportation Research Record 1779. Washington DC: Transportation Research Board of the National Academies, 2001 : 9-16.
  • 10汪荣鑫.数理统计[M].西安:西安交通大学,1999..

二级参考文献15

  • 1[1]Qi Yang,Koutsopoulos H N. A microscopic traffic simulator for evaluation of dynamic traffic manage- ment systems [J]. Transportation Research,1996,4(3): 113~129.
  • 2[2]Hidas P. Modeling lane changing and merging in microscopic traffic simulation[J]. Transportation Research(Part C),2002,10:351~371.
  • 3[3]Ferber J. Multi-agent systems: an introduction to distributed artificial intelligence[M]. New York:Addison-Wesley,1999.9.
  • 4Ludmann J,Neunzig D,Weilkes M. Traffic Simulation with Consideration of Driver Models, Theory and Examples[J]. Vehicle System Dynamics. 1997, 27(1): 491-516.
  • 5Dusan Teodorovic. Fuzzy Logic Systems for Transportation Engineering: the State of the Art[J]. Transportation Research. 1999,33A(5 ): 337-364.
  • 6Sultan B,McDonald M. The lane changing process:data analysis & modelling behaviour[J]. Traffic Engineering + Control. 2001,42(3) : 202-207.
  • 7BRACKSTONE M,MCDONALD M.Car-following:A historical review[J].Transportation Research Part F,1999,2:181-196.
  • 8CETIN N,NAGEL K,RANEY B,et al.Large-scal multi-agent transportation simulation[J].Computer Physics Communications,2002,147:559-564.
  • 9YASKAWA S,SAKATA A.The application of intelligent agent technology to simulation[J].Mathematical and Computer Modeling,2003,37:1083-1092.
  • 10RANNY T A.Psychological factors that influence car-following and car-following model development[J].Transportation Research Part F,1999,2:213-219.

共引文献42

同被引文献36

引证文献5

二级引证文献15

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部