Title :
Advanced technique to suppress subject variability for bio-impedance based alcohol-intake detection
Author :
Kojima, Keisuke ; Tamura, Shinji ; Omura, Y.
Author_Institution :
Grad. Sch. of Sci. & Eng., Kansai Univ., Suita, Japan
Abstract :
This paper proposes an advanced technique to detect alcohol intake using the bio-impedance of the human body. We demonstrate how well the technique proposed here detects alcohol intake after suppressing the impact of subject variability and masking the impact of smoking. Key advances are taking account of body weight as well as spectral intensity ratio extracted from the data of each subject. We demonstrate the successful separation of the alcohol intake state from all other states for all subjects.
Keywords :
biosensors; gas sensors; bioimpedance based alcohol-intake detection; human body; smoking impact; subject variability suppression; Correlation; Educational institutions; Harmonic analysis; History; Impedance; Probes; Reliability;
Conference_Titel :
Sensors, 2012 IEEE
Conference_Location :
Taipei
Print_ISBN :
978-1-4577-1766-6
Electronic_ISBN :
1930-0395
DOI :
10.1109/ICSENS.2012.6411028