摘要
从短时交通流预测定义出发 ,介绍短时交通流预测的原理及预测模型应具有的特性 ,重点介绍几种预测模型 ,对其建模的理论基础、特点及其可行性、有效性进行分析 ,并比较和评价各类预测模型。
In this paper, the short-term traffic forecasting is defined, the principium of short-term traffic flow forecasting and the characteristic of the model are introduced. The methods on short-term traffic flow forecasting are summarized. Then, the theoretic foundation, the feasibility and validity of some models are recommended and appraised.
出处
《系统工程》
CSCD
北大核心
2003年第6期97-100,共4页
Systems Engineering
基金
湖南省自然科学基金资助项目 (0 2 JJY2 10 3
0 1JJY2 12 2 )
关键词
交通管理系统
短时交通流预测模型
评价
交通控制系统
Short-Term Traffic Flow
Forecasting
Kalman Filtering
Neural Network
Wavlet Transform Fractal