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High Performance Breath Analysis
Mälardalens högskola, Akademin för innovation, design och teknik, Inbyggda system. Hök Instrument AB.ORCID-id: 0000-0003-3286-2572
2016 (Engelska)Licentiatavhandling, sammanläggning (Övrigt vetenskapligt)
Abstract [en]

Alcohol breath testing on a larger scale will save lives. Alcohol abuse is a major contributor to death and disease. Alcohol intake affects the human body by significantly longer response time to external stimuli. In situations where the senses need to be on alert this delay can be the difference between life and death. To make the alcohol breath test more available in everyday use, the mouthpiece has been removed. Instead, the exhaled alcohol is measured directly in a diluted sample. The dilution can be accounted for by simultaneous measurement of an endogenous tracer gas. Because of the lack of a mouthpiece several additional factors influence the alcohol measurement, e.g. the obvious lower abundance of analyte gas, shorter time of analysis and physiological aspects of the tracer gas. My studies include sensor development and validation through laboratory experiments as well as human subject studies. Several sensor parameters are crucial for the functionality of the alcohol detection system and are in need of careful investigation. Human behaviour and physiology also needs further understanding. A better understanding of the system provides vital knowledge for the design of smarter algorithms. Planning, conducting and evaluation of these studies lie within the scope of the licentiate thesis.

Ort, förlag, år, upplaga, sidor
Västerås: Mälardalen University , 2016. , s. 87
Serie
Mälardalen University Press Licentiate Theses, ISSN 1651-9256 ; 225
Nationell ämneskategori
Elektroteknik och elektronik
Forskningsämne
elektronik
Identifikatorer
URN: urn:nbn:se:mdh:diva-29883ISBN: 978-91-7485-249-3 (tryckt)OAI: oai:DiVA.org:mdh-29883DiVA, id: diva2:881123
Presentation
2016-01-28, Delta, Mälardalens högskola, Västerås, 09:15 (Engelska)
Opponent
Tillgänglig från: 2015-12-11 Skapad: 2015-12-09 Senast uppdaterad: 2017-01-03Bibliografiskt granskad
Delarbeten
1. Critical Performance of a New Breath Alcohol Analyzer for Screening Applications
Öppna denna publikation i ny flik eller fönster >>Critical Performance of a New Breath Alcohol Analyzer for Screening Applications
2014 (Engelska)Ingår i: Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), 2014 IEEE Ninth International Conference on, 2014, s. 1-4Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

In screening applications there is a need forimproved breath alcohol analyzers. Accuracy, specificity,usability, and through-put are critical to the device performance. Objective: To characterize the critical performance of a newcontactless breath alcohol analyzer. Methods: The device ischaracterized by measurements using artificial breath gas andhuman subjects. Breath sampling is performed in ambient airusing carbon dioxide as a biomarker. Results: Resolution andinter-individual variation, response time, and specificity wereshown to meet the requirements of industrial standards. Thefeasibility of contactless measurement was demonstrated. Conclusions: The new device exhibits sufficient performance inmoderately diluted breath samples. Further work is underway toreach the objective of unobtrusive breath alcohol analysis.

Nationell ämneskategori
Elektroteknik och elektronik
Identifikatorer
urn:nbn:se:mdh:diva-29903 (URN)10.1109/ISSNIP.2014.6827626 (DOI)000356411200040 ()2-s2.0-84903733096 (Scopus ID)978-1-4799-2842-2 (ISBN)
Konferens
IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP) Singapore 21-24 April 2014
Tillgänglig från: 2015-12-10 Skapad: 2015-12-10 Senast uppdaterad: 2017-10-04Bibliografiskt granskad
2. Unobtrusive and Highly Accurate Breath Alcohol Analysis Enabled by Improved Methodology and Technology
Öppna denna publikation i ny flik eller fönster >>Unobtrusive and Highly Accurate Breath Alcohol Analysis Enabled by Improved Methodology and Technology
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2014 (Engelska)Ingår i: Journal of Forensic Investigation, ISSN 2330-0396, Vol. 2, nr 4, s. 1-8Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

The study objective was to evaluate a novel method and technology for unobtrusive determination of breath alcohol in relation to current industrial accuracy standards. The methodology uses carbon dioxide as a tracer gas detected by sensor technology based on infrared spectroscopy. Part one of the investigation was to analyse the performance of hand-held prototype devices and included tests of resolution, unit-to-unit variation during calibration, response to alcohol containing gas pulses created with a wet gas simulator, and cross sensitivity to other substances. In part two of the study, 30 human participants provided 1465 breath tests in both unobtrusive and obtrusive use modes. The results of both parts of the study indicate that the prototype devices exceeded present industrial accuracy requirements. The proposed methodology and technology eliminate the previous contradiction between unobtrusiveness and high accuracy.

Nyckelord
Breath alcohol analysis, Infrared spectroscopy, Accuracy, Unobtrusiveness
Nationell ämneskategori
Teknik och teknologier Medicinteknik
Identifikatorer
urn:nbn:se:mdh:diva-28102 (URN)10.13188/2330-0396.1000016 (DOI)
Projekt
ITS-EASY Post Graduate School for Embedded Software and SystemsESS-H - Embedded Sensor Systems for Health Research Profile
Tillgänglig från: 2015-06-08 Skapad: 2015-06-08 Senast uppdaterad: 2017-10-04Bibliografiskt granskad
3. Unobtrusive breath alcohol sensing system
Öppna denna publikation i ny flik eller fönster >>Unobtrusive breath alcohol sensing system
2015 (Engelska)Ingår i: The 24th International Technical Conference on the Enhanced Safety of Vehicles ESV2015, 2015, Vol. Paper Number 15-0458Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

Although the vast majority of vehicle drivers are sober, drunk driving remains to be a major contributor to fatal accidents. Massive deployment of unobtrusive breath alcohol sensing systems could potentially save tens of thousands of lives worldwide every year by preventing drunk driving [1]. The work reported here is ultimately aiming at such a system. The technical performance of the present sensing system with respect to automotive requirements is summarized, and new results towards unobtrusive breath alcohol determination within vehicle compartments are presented. Breath alcohol concentration (BrAC) can be determined unobtrusively if (i) the sensing system provides real-time signals with adequate accuracy corresponding to the local concentrations of both alcohol and a tracer gas, e g CO2, (ii) the dilution of the breath is not excessive in relation to background concentrations, (iii) the sensor location can be seamlessly integrated into the interior of a vehicle cabin. All three of these aspects are addressed in the present paper. More than a hundred prototypes based on infrared spectroscopy were fabricated and subjected to automotive qualification tests in the full temperature range -40 … +85?C. In the majority of tests, adequate performance was noted. Measures are now being taken to fill remaining performance gaps. Test results with human subjects were positive and in accordance with expectations with respect to physiological variations. In-vehicle tests showed that for the best sensor position, passive breath samples allowed BrAC to be determined at a resolution of 2-4% of the US legal limit, providing proof-of-principle for unobtrusive testing. Nevertheless, vehicle integration remains to be the major technological challenge to the objective of deployment on a large scale of unobtrusive driver breath alcohol determination. The feasibility of unobtrusive breath alcohol determination in vehicles, and adequate performance of a sensor system based on infrared spectroscopy have been experimentally demonstrated. The alcohol sensing system may advantageously be integrated into vehicles, and may also be combined with other technologies to monitor driver impairment.

Nationell ämneskategori
Annan teknik
Identifikatorer
urn:nbn:se:mdh:diva-29658 (URN)
Konferens
The 24th International Technical Conference on the Enhanced Safety of Vehicles ESV2015, 8-11 Jun 2015, Gothenburg, Sweden
Projekt
ITS-EASY Post Graduate School for Embedded Software and Systems
Tillgänglig från: 2015-12-03 Skapad: 2015-11-26 Senast uppdaterad: 2017-10-04Bibliografiskt granskad
4. Development and Evaluation of Algorithms for Breath Alcohol Screening
Öppna denna publikation i ny flik eller fönster >>Development and Evaluation of Algorithms for Breath Alcohol Screening
2016 (Engelska)Ingår i: Sensors, ISSN 1424-8220, E-ISSN 1424-8220, Vol. 16, nr 4, artikel-id 469Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

Breath alcohol screening is important for traffic safety, access control and other areas of health promotion. A family of sensor devices useful for these purposes is being developed and evaluated. This paper is focusing on algorithms for the determination of breath alcohol concentration in diluted breath samples using carbon dioxide to compensate for the dilution. The examined algorithms make use of signal averaging, weighting and personalization to reduce estimation errors. Evaluation has been performed by using data from a previously conducted human study. It is concluded that these features in combination will significantly reduce the random error compared to the signal averaging algorithm taken alone.

Nationell ämneskategori
Medicinteknik
Identifikatorer
urn:nbn:se:mdh:diva-29905 (URN)10.3390/s16040469 (DOI)000375153700049 ()27043576 (PubMedID)2-s2.0-84962424447 (Scopus ID)
Tillgänglig från: 2015-12-10 Skapad: 2015-12-10 Senast uppdaterad: 2019-06-26Bibliografiskt granskad

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