NDLI: A comprehensive evaluation scheme of the traffic congestion

Content Provider	IEEE Xplore Digital Library
Author	Liu Ke-an Gu Feng Hu Zhi-kun Chen Xiao-long Wang wen-xiang
Copyright Year	2013
Description	Author affiliation: Sch. of Phys. & Electron., Central South Univ., Changsha, China (Hu Zhi-kun; Chen Xiao-long) \|\| Intell. Transp. Dept., Zhuzhou CSR Times Electr. Co., Ltd., Zhuzhou, China (Liu Ke-an; Gu Feng; Wang wen-xiang)
Abstract	A congestion evaluation strategy which contained multi-index real-time evaluation and non-real-time evaluation was proposed in order to tackle the problem that the convention strategy can not evaluate traffic congestion effectively, because of the single index, incomprehensive type. In the real-time evaluation of this scheme, if data was missing seriously, the traveling speed should be taken as the only index to evaluate the traffic congestion, else the traveling speed, saturation and delay should be taken as the index to evaluate the traffic congestion by using running state classification. In the non-real-time evaluation, the traveling speed throughout one day should be taken as the independent variable to establish Gaussian mixture distribution model and the evaluation result could be get by analyzing this model. Simulation results indicate that the real-time evaluation and the non-real-time evaluation can analyze the traffic flow objectively and evaluate the traffic congestion effectively.
Sponsorship	IEEE Control Syst. Soc.
Starting Page	4227
Ending Page	4231
File Size	404056
Page Count	5
File Format	PDF
ISBN	9781467355339
e-ISBN	9781467355346
DOI	10.1109/CCDC.2013.6561693
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-05-25
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Analytical models Simulation Gaussian mixture distribution congestion evaluation multi-index real-time evaluation Educational institutions Real-time systems non-real-time evaluation Delays Indexes Physics
Content Type	Text
Resource Type	Article

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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