Detection and estimation for the traffic flow based on Kalman filter

	Detection and estimation for the traffic flow based on Kalman filter
	Cao, Jie 1; Xu, Gui-Hua 2; Hou, Liang 3; Wang, Jin-Hua2 ; Zhang, Mo-Yi3
	2011-12-01
发表期刊	Journal of Beijing Institute of Technology (English Edition)
ISSN	10040579
卷号	20 期号:SUPPL.1 页码:271-275
摘要	Integrated method of detection and estimation for the traffic flow based on Kalman filtering was proposed by introducing the new traffic detection technology-radio frequency identification devices(RFID). With the demands of traffic information collection in CVIS (cooperative vehicle infrastructure systems), the detection technique and data processing method become more and more important in the period of the internet of things (IOT). Compared with the traditional traffic information collecting technology, the RFID technology has many advantages such as: higher accuracy, lower interference and it can achieve the real-time traffic flow data collection reliably with lower cost. Based on the test data of Qingyang road in Lanzhou, the vehicle with RFID card was simulated by VISSIM(a microscopic traffic flow simulation system developed by PTV company in Germany) and the model is verified to conduct the traffic flow detection and estimate effectively. © Copyright.
关键词	Data handling Frequency estimation Kalman filters Radio frequency identification (RFID) Street traffic control Data processing methods Detection and estimation Radio frequency identification devices Traffic Engineering Traffic flow Traffic flow simulation Traffic information collections VISSIM
收录类别	EI
语种	中文
出版者	Beijing Institute of Technology
EI入藏号	20115214650245
EI主题词	Advanced traffic management systems
EI分类号	406.1 Highway Systems - 406.2 Roads and Streets - 716.3 Radio Systems and Equipment - 723.2 Data Processing and Image Processing
来源库	Compendex
分类代码	406.1 Highway Systems - 406.2 Roads and Streets - 716.3 Radio Systems and Equipment - 723.2 Data Processing and Image Processing
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/111577
专题	电气工程与信息工程学院计算机与通信学院
作者单位	1.Key Laboratory of Gansu Advanced Control for Industrial Processes, Lanzhou 730050, China; 2.College of Electrical and Information Engineering, Lanzhou University of Technology, Lanzhou 730050, China; 3.School of Computer and Communication, Lanzhou University of Technology, Lanzhou 730050, China
推荐引用方式 GB/T 7714	Cao, Jie,Xu, Gui-Hua,Hou, Liang,et al. Detection and estimation for the traffic flow based on Kalman filter[J]. Journal of Beijing Institute of Technology (English Edition),2011,20(SUPPL.1):271-275.
APA	Cao, Jie,Xu, Gui-Hua,Hou, Liang,Wang, Jin-Hua,&Zhang, Mo-Yi.(2011).Detection and estimation for the traffic flow based on Kalman filter.Journal of Beijing Institute of Technology (English Edition),20(SUPPL.1),271-275.
MLA	Cao, Jie,et al."Detection and estimation for the traffic flow based on Kalman filter".Journal of Beijing Institute of Technology (English Edition) 20.SUPPL.1(2011):271-275.