Real-Time Corrected Traffic Correlation Model for Traffic Flow Forecasting

المؤلفون المشاركون

Sun, Zhi-yuan
Qu, Wen-cong
Wang, Ling
Lu, Huapu

المصدر

Mathematical Problems in Engineering

العدد

المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-7، 7ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2015-09-09

دولة النشر

مصر

عدد الصفحات

7

التخصصات الرئيسية

هندسة مدنية

الملخص EN

This paper focuses on the problems of short-term traffic flow forecasting.

The main goal is to put forward traffic correlation model and real-time correction algorithm for traffic flow forecasting.

Traffic correlation model is established based on the temporal-spatial-historical correlation characteristic of traffic big data.

In order to simplify the traffic correlation model, this paper presents correction coefficients optimization algorithm.

Considering multistate characteristic of traffic big data, a dynamic part is added to traffic correlation model.

Real-time correction algorithm based on Fuzzy Neural Network is presented to overcome the nonlinear mapping problems.

A case study based on a real-world road network in Beijing, China, is implemented to test the efficiency and applicability of the proposed modeling methods.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Lu, Huapu& Sun, Zhi-yuan& Qu, Wen-cong& Wang, Ling. 2015. Real-Time Corrected Traffic Correlation Model for Traffic Flow Forecasting. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-7.
https://search.emarefa.net/detail/BIM-1073561

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Lu, Huapu…[et al.]. Real-Time Corrected Traffic Correlation Model for Traffic Flow Forecasting. Mathematical Problems in Engineering No. 2015 (2015), pp.1-7.
https://search.emarefa.net/detail/BIM-1073561

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Lu, Huapu& Sun, Zhi-yuan& Qu, Wen-cong& Wang, Ling. Real-Time Corrected Traffic Correlation Model for Traffic Flow Forecasting. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-7.
https://search.emarefa.net/detail/BIM-1073561

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1073561