Neural network modeling based on FCM clustering and its application to intelligent driving

被引：0
|
作者：
Ma, Yong [1 ]
Yang, Yu-Pu [1 ]
Xu, Xiao-Ming [1 ]
机构：
[1] Henan Xinfei Elec. Co., Ltd., Xinxiang 453002, China
来源：
Zidonghua Xuebao/Acta Automatica Sinica | 2002年 / 28卷 / 03期
关键词：
Algorithms - Fuzzy sets - Intelligent control - Learning systems - Mapping - Self organizing maps - Transportation personnel;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
The fuzzy c-means (FCM) clustering algorithm is analyzed. Then a self-organizing RBF neural network using improved FCM algorithm is proposed to increased the mapping ability. The neural network is applicable to intelligent driving, which is tested on the experimental data of the drivers proficiency and fatigue with satisfactory results.
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收藏
页码：363 / 370
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