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Vehicle automatic collision warning algorithm based on FuNN

  • Wang Jiangfeng*
  • , Gao Feng
  • , Shi Shaoyou
  • , Wang Jian
  • *此作品的通讯作者
  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

As the important research content of advanced vehicle control system(AVCS), active safe technologies, such as vehicle collision warning, are always hot and key point in ITS research, and collision warning algorithm(CWA) is considered the core of collision warning system(CWS). Using the new technologies such as information technology, communication technology and electronic control technology, vehicle CWS can continue to acquire road condition, adjacent vehicle march condition as well as its dynamics performance, then it can forecast the oncoming potential collision and give a warning. Firstly, on analysis of driver's driving behavior, algorithm's warning norms are determined; Secondly, based on warning norms adopting fuzzy neural networks(FuNN) method, the cooperation CWA model of multi-input and multi-output is established which is used support vehicle CWS; Finally, the CWA is tested using the actual data, result shows that this algorithm can carry out warning for vehicle collision efficiently, which has important meaning for improving vehicle travel safety.

源语言英语
主期刊名Proceedings of the Fifth International Conference on Traffic and Transportation Studies, ICTTS 2006
1009-1017
页数9
出版状态已出版 - 2006
活动5th International Conference on Traffic and Transportation Studies, ICTTS - Xi'an, 中国
期限: 2 8月 20064 8月 2006

出版系列

姓名Proceedings of the Conference on Traffic and Transportation Studies, ICTTS

会议

会议5th International Conference on Traffic and Transportation Studies, ICTTS
国家/地区中国
Xi'an
时期2/08/064/08/06

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