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Wireless Patrol Sign-In System with Mental Fatigue Detection

机译:无线巡逻登录系统,具有精神疲劳检测

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摘要

Current sign-in methods of patrolling security guards mainly comprise signature, image identification, and fingerprint identification; notably, none of these methods indicate the physical and mental conditions of such guards. In particular, when patrolling security guards perform their duties consecutively for a long period of time, adequate attention should be directed toward their levels of mental fatigue. When a handwriting sign-in system is adopted, security guards may not record their sign-in time accurately, or they may fake signatures during long shifts. In addition, image identification systems cannot comprehensively reflect the physical and mental statuses of on-duty security guards, particularly their levels of fatigue. Monitor fatigue in patrolling security guards is important to avoid burnout and stress in the workplace. Therefore, in this study, a patrolling sign-in system that integrates physiological signals and images was designed. A thermometer, hand dynamometer, and electromyography sensor were combined to measure physiological signals. Results showed that hand grip strength and the median frequency of electromyography signals gradually reduced when muscle fatigue occurred. The system determined whether a security guard had signed in punctually and whether this person should stay on duty. Overall, this system was verified to operate effectively, and it is therefore applicable for monitoring the sign-in of patrolling security guards who work long shifts. This case series study proposed a conceptual prototype of the system; large-scale testing should be performed in subsequent research.
机译:巡逻保安人员的当前登录方法主要包括签名,图像识别和指纹识别;值得注意的是,这些方法都没有表明这种卫兵的身心条件。特别是,当巡逻保安人员长期以来连续履行职责时,应对他们的精神疲劳程度进行充分的关注。当采用手写登录系统时,保安人员可能无法准确记录其登录时间,或者它们可能在长移位期间伪造签名。此外,图像识别系统无法全面地反映可行保安人员的身心状态,特别是它们的疲劳水平。监测巡逻安全卫士的疲劳对于避免工作场所的倦怠和压力非常重要。因此,在本研究中,设计了集成生理信号和图像的巡逻登录系统。将温度计,手动测力计和肌动画传感器组合以测量生理信号。结果表明,当发生肌肉疲劳时,手握握力和肌电图信号的中值频率逐渐减少。该系统确定保安人员是否已准时签署,此人是否应持续值。总的来说,该系统被验证有效运营,因此适用于监控巡逻保安人员的登录,他们工作长转移。本案例系列研究提出了系统的概念原型;应在随后的研究中进行大规模测试。

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