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基于高斯径向基函数神经网络的十字路口车流量预测 被引量:5

Prediction of Traffic Flow at Intersection Based on Radial Basis BP Neural Network
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摘要 采用径向基函数预测功能的神经网络,对十字路口的车流量进行实时预测,仿真实验结果表明使用该神经网络对交叉口车流量进行预测可以得到令人满意的结果。 This paper improves traditional BP neura network to forecast traffic flow in time by using radial basis function. The results of simulation test show that the radial basis neural network can be used to forecast the traffic flow of intersection, and can get satisfying effect.
机构地区 德州学院机电系
出处 《农业装备与车辆工程》 2006年第3期41-43,共3页 Agricultural Equipment & Vehicle Engineering
关键词 神经网络 径向基函数 十字路口 智能交通 neural network radial basis function Intersection Intelligent traffic system
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