Alcohol consumption detection through behavioural analysis using intelligent systems

作者：

Highlights：

• We instrumented a realistic driving simulator and monitored users behaviour.

• We generated features and associated those to various BAC values.

• We were able to classify drunk and sober example from 1 subject.

• With multiple subjects we could estimate the BAC.

• The system is generic and should adapt well to other problems.

摘要

•We instrumented a realistic driving simulator and monitored users behaviour.•We generated features and associated those to various BAC values.•We were able to classify drunk and sober example from 1 subject.•With multiple subjects we could estimate the BAC.•The system is generic and should adapt well to other problems.

论文关键词：Instrumentation,Automated behavioural analysis,Blood alcohol content,Intelligent systems,Human computer interface,Artificial neural networks

论文评审过程：Available online 11 October 2013.

论文官网地址：https://doi.org/10.1016/j.eswa.2013.10.005