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A Novel Approach Towards Identification of Alcohol and Drug Induced People

机译:识别酒精和毒品诱发者的新方法

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The paper proposes a novel approach towards identification of alcohol and drug induced people, through the use of a wearable bracelet. As alcohol and drug induced human people are in an unconsciousstate of mind, they need external help from the surroundings. With proposed Bracelet system we can identify the alcohol and drug indused people and warning trigger message is sent to their care takers. There is a definite relationship between an individual's Blood Alcohol Content (BAC) and Pulse Rate to identify the alcohol or drug consumed person. This relationship of pulse rate with BAC is sensed by piezoelectric sensor and warning system is developed as a Bracelet device. The viability of the Bracelet is verified by Simulating a Database of 199 People's BAC and Pulse Rate Features and classification is done among the Alcohol Induced and Normal People. For classification,Ensemble Boosted Tree Algorithm is used which is having 81.9% accuracy in decision.
机译:本文提出了一种通过使用可穿戴手镯来识别酒精和毒品诱发者的新颖方法。由于酒精和毒品诱发的人处于昏迷状态,因此他们需要周围环境的外部帮助。借助建议的手镯系统,我们可以识别酒精和药物不足的人,并向他们的护理人员发送警告触发消息。个体的血液酒精含量(BAC)与脉搏率之间存在确定的关系,以识别饮酒或吸毒的人。压电传感器可以检测到脉搏率与BAC的这种关系,因此预警系统被开发为手镯装置。通过模拟一个包含199个人的BAC和脉搏频率特征的数据库,验证了手镯的可行性,并在酒精诱发人群和正常人群中进行了分类。对于分类,使用了集成提升树算法,该算法具有81.9%的决策精度。

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