中文核心期刊
CSCD来源期刊
中国科技核心期刊
RCCSE中国核心学术期刊

Journal of Chongqing Jiaotong University(Natural Science) ›› 2013, Vol. 32 ›› Issue (6): 1247-1251.DOI: 10.3969/j.issn.1674-0696.2013.06.33

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Freeway Incident Detection Algorithm Based on Fuzzy Logic

Yang Zhiyong 1, Ma Hongwei2 , Chen Xiaoping1   

  1. 1.School of Civil Engineering, Fujian Universíly of Technology , Fuzhou 350108 , Fujian , China; 2.Tianjin Municipal Engineering Design & Research Institute , Tianjin 300051 , China
  • Received:2012-11-22 Revised:2013-03-29 Online:2013-12-15 Published:2015-01-22

基于模糊逻辑的高速公路事件检测算法研究

杨志勇1,马红伟2, 陈小平1   

  1. 1.福建工程学院土木工程学院,福建 福州 350108 ;2.天津市市政工程设计研究院,天津 300051
  • 作者简介:杨志勇(1980—),男(苗族),湖南绥宁人,讲师,硕士,主要从事交通运输规划与管理方面的研究工作。E-mail:yzyhit@163.com
  • 基金资助:
    福建省自然科学基金项目(2011J05120) ;福建省教育厅教育科研项目(JA13214 )

Abstract: The advantages and disadvantages of typical traffic incident detection algorithms were analyzed comprehensively. The traditional increment comparison algorithm was improved and a new algorithm was proposed , which had six outputs that could reflect the whole process of traffic incident from the beginning to the end. By means of traffic simulation software TSIS , the improved increment comparison algorithm was simulated and the results verified the effectiveness of the improved algorithm , which took the detection rate , false alarm rate and average test time as evaluation indexes. By analyzing the relationship among traffic flow parameters , the distinguish standards of traffic incident property were determined. Finally , the fuzzy logic and the improved increment comparison algorithm were integrated organically , and then the incident detection algorithm of freeway based on fuzzy logic was established.

Key words: traffic engineering, algorithm, simulation, incident detection, freeway, fuzzy logic

摘要: 综合分析了常见典型的交通事件检测算法的优缺点,改进了传统的增量比较算法,构建了一种新算法,该算法 具有6个输出,可以反映交通事件从产生到结束的全过程。借助交通仿真软件TSIS对改进的增量比较算法进行模 拟仿真,以检测率、误报率、平均检测时间作为评价指标,结果验证了算法的有效性。分析了交通流参数的相互关 系,确定了交通事件性质的判别标准。将模糊逻辑和改进的增量比较算法进行有机融合,建立了基于模糊逻辑的高 速公路交通事件检测算法。

关键词: 交通工程, 算法, 仿真, 事件检测, 高速公路, 模糊逻辑

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