期刊文献+

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:6

Prediction of Traffic Flow at Intersection Based on Radial Basis BP Neural Network
下载PDF
导出
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
  • 相关文献

参考文献3

二级参考文献46

  • 1周德云,佟明安,陈新海.一种新的鲁棒自适应广义预测控制算法及鲁棒性分析[J].西北工业大学学报,1995,13(3):365-372. 被引量:7
  • 2李少远,刘浩,袁著祉.基于神经网络误差修正的广义预测控制[J].控制理论与应用,1996,13(5):677-680. 被引量:35
  • 3舒迪前.预测控制系统及其应用[M].北京:机械工业出版社,1998..
  • 4C.R.Culter,B.L.Ramaker.Dynamic Matrix Control: A Computer Control Algorithm[C].Proceedings of Joint Automatic Control Conference,San Francisco,1980.
  • 5Clarke D W,Mohtadic,Tuffs P S.Generalized Predictive Control[J].Automatica,1987,23(1):137-160.
  • 6Yonghong Tan,Achiel R.Van Cauwenberghe.D-Step-Ahead Non-linear Predictors Using Neural Networks[C].14th World Congress of IFAC,Beijing,1999.
  • 7Su H.T,McAvoy T.J,Werbos P.J.Long-Term Predictive Chemical Processes Using Recurrent Neural Networks[J].Industrial Application of Chemical Engineering Research,1992,31(8):1338-1352.
  • 8Cloarec G.M.,Ringwood J.,Incorporation of Statistical Methods in Multi-step Neural Network Prediction Models[C].Proceedings of the 1998 IEEE International Joint Conference on Neural Networks,1998.
  • 9J Richalet.Model Predictive Heuristic Control: Applications to Industrial Processes[J].Automatic,1978,14(5):413-428.
  • 10Amir F.A,Samir I.S.A Comparison Between Neural Network Forecasting Techniques-Case Study: River Flow Forecasting[J].IEEE Trans.on Neural Network,1999,10(2):402-409.

共引文献79

同被引文献54

引证文献6

二级引证文献18

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部