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计算机工程 ›› 2012, Vol. 38 ›› Issue (12): 169-171. doi: 10.3969/j.issn.1000-3428.2012.12.050

• 人工智能及识别技术 • 上一篇    下一篇

基于模糊综合评判的多源公交动态数据融合

郭 璘,陈琳莉,王 茹   

  1. (宁波工程学院交通与物流学院,浙江 宁波 315211)
  • 收稿日期:2011-05-31 出版日期:2012-06-20 发布日期:2012-06-20
  • 作者简介:郭 璘(1978-),男,副研究员、博士,主研方向:智能交通系统;陈琳莉、王 茹,本科生
  • 基金资助:
    宁波市自然科学基金资助项目(2010A610120)

Multi-source Dynamic Data Fusion for Public Transportation Based on Fuzzy Comprehensive Evaluation

GUO Lin, CHEN Lin-li, WANG Ru   

  1. (College of Transport & Logistics, Ningbo University of Technology, Ningbo 315211, China)
  • Received:2011-05-31 Online:2012-06-20 Published:2012-06-20

摘要: 为满足物联网和智能交通系统的发展要求,利用基于浮动车数据(FCD)技术和无线射频识别(RFID)技术,建立公交车FCD、出租车FCD和固定式RFID检测数据的模糊综合评判模型,实现多源公交动态数据融合,从而更加准确可靠地获取公交动态运行数据。以宁波公交车电子站牌预报公交车到站时间为例,验证该方法的有效性。

关键词: 浮动车数据, 无线射频识别检测器, 数据融合, 模糊综合评判, 公交车电子站牌

Abstract: With the rapid development of the Internet of Things(IOT) and Intelligent Transportation System(ITS), the Floating Car Data(FCD) and the Radio Frequency Identification(RFID) technology are proposed to build a fuzzy comprehensive evaluation model where data fusionof the bus FCD, taxi FCD and the RFID detection data are implemented. As a result, more accurate and reliable bus operational data is obtained. The method is verified through a case study of dynamic message signs in Ningbo, which are installed in bus station and forecast the arriving time of the next bus.

Key words: Floating Car Data(FCD), Radio Frequency Identification(RFID) detector, data fusion, fuzzy comprehensive evaluation, electronic bus station board

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