大数据时代新技术在智能交通中的应用.docVIP

大数据时代新技术在智能交通中的应用 赵新勇 李珊珊 夏晓敬 北京易华录信息技术股份有限公司 北京交通大学交通运输学院 X 关注成功！ 加关注后您将方便地在 我的关注中得到本文献的被引频次变化的通知！ 新浪微博 腾讯微博 人人网 开心网 豆瓣网 网易微博 摘????要： 为探索大数据时代人工智能、大数据等新技术如何应用到交通运输领域中, 实现智能交通的重大变革, 首先, 从信息资源整合、数据智能分析决策、大数据全生命周期的新技术应用、信息主动推送、智能网联汽车等方面提出智能交通的痛点及需求。其次, 总结智能视频分析、交通信号控制、智能交通平台应用及智能网联汽车等业务领域研究现状。再次, 围绕自然语言处理、计算机视觉、智能化交通信号控制、汽车电子标识、数据湖蓝光存储等新技术, 分别从技术突破、业务应用两个方面阐述新技术突破在智能交通领域的应用。最后, 提出了大数据时代新技术在智能交通领域研究方向的建议。 关键词： 交通运输系统工程; 人工智能; 大数据; 智能驾驶; 智能交通; 作者简介：赵新勇 (1968—) , 男, 江苏南通人, 博士, 研究员, 研究方向为智能交通。E-mail:zhaoxy@。 收稿日期：2017-08-09 基金：“十二五”国家科技支撑计划项目 (2014BAG03B03) Application of New Technology in Intelligent Transportation in Big Data Era ZHAO Xin-yong LI Shan-shan XIA Xiao-jing Beijing Ehualu Information Technology Co., Ltd.; Abstract： In order to explore the application of new technologies, such as artificial intelligence and bigdata, in the area of transportation in big data era, and realize the major changes in intelligent transporta-tion, firstly, the pain spots and needs of intelligent transportation were put forward from the integration ofinformation resources, data intelligence analysis and decision, new technology application for the big da-ta life cycle, active push of information and smart connected cars. Secondly, the status of research in thebusiness domain, such as intelligent video analysis, traffic signal control, intelligent transportation plat-form application and smart network cars, were summarized. Thirdly, around the new technology of natu-ral language processing, computer vision, intelligent traffic signal control, vehicle electron identifyingand data lake blue-ray storage, the application of breakthrough of new technology in intelligent transpor-tation was explained from aspects of technical breakthrough and business application. Finally, the re-search directions of new technologies in the field of intelligent transportation in big data era were pointedout. Keyword： traffic and transportation system engineering; artificial intelligence; b