Estimation of Blood Alcohol Concentration From Smartphone Gait Data Using Neural Networks

Estimation of Blood Alcohol Concentration From Smartphone Gait Data Using Neural Networks

Driving is a dynamic activity, which requires quick reflexes and decision making in order to respond to sudden changes in traffic conditions. Alcohol consumption impairs motor and cognitive skills, and causes many driving-related accidents annually. Passive methods of proactively detecting drivers w...

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Bibliographic Details
Main Authors: Ruojun Li, Ganesh Prasanna Balakrishnan, Jiaming Nie, Yu Li, Emmanuel Agu, Kristin Grimone, Debra Herman, Ana M. Abrantes, Michael D. Stein
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Deep learning
bi-LSTM
smartphone
gait analysis
Online Access:https://ieeexplore.ieee.org/document/9335590/

Internet

https://ieeexplore.ieee.org/document/9335590/

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