Wang Fuwang, Wang Hong
Department of Mechanical Engineering and Automation, Northeastern University, Shenyang, Liaoning 110819, China.
ScientificWorldJournal. 2014;2014:450249. doi: 10.1155/2014/450249. Epub 2014 Sep 1.
Driving fatigue is more likely to bring serious safety trouble to traffic. Therefore, accurately and rapidly detecting driving fatigue state and alleviating fatigue are particularly important. In the present work, the electrical stimulation method stimulating the Láogóng point (PC8) of human body is proposed, which is used to alleviate the mental fatigue of drivers. The wavelet packet decomposition (WPD) is used to extract θ, α, and β subbands of drivers' electroencephalogram (EEG) signals. Performances of the two algorithms (θ + α)/(α + β) and θ/β are also assessed as possible indicators for fatigue detection. Finally, the differences between the drivers with electrical stimulation and normal driving are discussed. It is shown that stimulating the Láogóng point (PC8) using electrical stimulation method can alleviate driver fatigue effectively during longtime driving.
驾驶疲劳更容易给交通带来严重的安全隐患。因此,准确快速地检测驾驶疲劳状态并缓解疲劳尤为重要。在本研究中,提出了通过电刺激人体劳宫穴(PC8)的方法来缓解驾驶员的精神疲劳。采用小波包分解(WPD)提取驾驶员脑电图(EEG)信号的θ、α和β子带。还评估了两种算法(θ+α)/(α+β)和θ/β作为疲劳检测可能指标的性能。最后,讨论了电刺激驾驶员与正常驾驶驾驶员之间的差异。结果表明,采用电刺激方法刺激劳宫穴(PC8)能有效缓解驾驶员长时间驾驶时的疲劳。