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VDT visual fatigue monitoring based on feature extraction from unconstrained BCG

机译:基于特征提取的VDT视觉疲劳监测来自无约束的BCG

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摘要

An unconstrained visual display terminal (VDT) visual fatigue monitoring method based on BCG is studied. A VDT visual fatigue test is designed and implemented in this study, also acceleration signals are obtained by using an acceleration sensor, which is installed on the seat back. Then, BCG is obtained by adaptive threshold wavelet denoising, FFT, frequency domain filtering in the range of heart rate, and IFFT. Low frequency (LF) is extracted after the RR interval and JJ interval are calculated by the wavelet algorithm. Curves of two kinds of LF with the usage of VDT were obtained and were identical. Thus, the authors can draw conclusions that BCG can replace ECG to achieve unconstrained monitoring of VDT visual fatigue and LF gradually increases with VDT visual fatigue becoming more and more serious. Finally, we compare LF curves of BCG and ECG during use VDT to draw a conclusion that BCG can replace ECG to monitor VDT visual fatigue in an unconstrained way. Also, the confidence interval is used to verify the reliability of SD subjective evaluation, and the conclusion is reliable.
机译:研究了基于BCG的无约束视觉显示终端(VDT)视觉疲劳监测方法。在本研究中设计和实施了VDT视觉疲劳测试,通过使用加速度传感器,加速信号也可以使用安装在座椅靠背上。然后,通过在心率范围内的自适应阈值小波,FFT,频域滤波和IFFT获得BCG。在通过小波算法计算RR间隔和JJ间隔之后提取低频(LF)。获得了两种LF的使用曲线,获得了VDT的使用且相同。因此,作者可以得出结论,即BCG可以取代ECG以实现对VDT视觉疲劳的无约束监测,并且LF逐渐增加,VDT视觉疲劳变得越来越严重。最后,我们在使用VDT期间比较BCG和ECG的LF曲线来得出结论,即BCG可以取代ECG以不受约束的方式监测VDT视觉疲劳。此外,置信区间用于验证SD主观评估的可靠性,结论是可靠的。

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