A Fuzzy Control Massage Seat Based on Momentum Index for Combating Driver Fatigue

摘要：

In this study,a fuzzy control massage seat for combating driver fatigue was developed.First,we combined actual driving performance with tendency index to predict the tendency of driver fatigue,and found that the 12 periods KDL (stochastic oscillators) of momentum of speed and steering wheel angle are better for detecting driver fatigue.Second,a fuzzy control technology was used to develop the fatigue driving detecting system,which integrates fuzzy logic reasoning and neural network learning.Finally,the fatigue driving detecting system was further developed to control massage seat for combating driver fatigue.The experiment results showed that the fatigue driving detecting system correlated well with subjective fatigue ratings had good effect of fatigue detection,and could efficiently control massage seat to alert subjects for keeping concentration on traffic conditions.The massage seat could reduce marginally some symptom of fatigue.

关键词： driver fatigue fuzzy control momentum index prolonged attention massage seat.

作者: Cheng-Li Liu Shiaw-Tsyr Uang Ruei-Lung Lai Cheng-Hsiung Chen

作者单位: Department of Industrial Management,Vanung University,Taoyuan County,Taiwan Department of Industrial Engineering and ManagementMing Hsin University of Science & Technology,Hsin

会议类型: 国际会议

会议名称: International Conference on Modelling,Identification and Control(模拟、鉴定、控制国际会议)

会议地点: 上海

会议语种:英文

在线出版日期: 2008-06-29（万方平台首次上网日期，不代表论文的发表时间）