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Combined physical and statistical modeling of laser induced ultrasound signals from thin light absorbing films
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Embedded Internet Systems Lab.
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Embedded Internet Systems Lab.
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Signals and Systems.ORCID iD: 0000-0002-6216-6132
2013 (English)In: 2013 IEEE International Ultrasonics Symposium: [IUS 2013, Prague, Czech Republic; 21 - 25 July 2013, Piscataway, NJ: IEEE Communications Society, 2013, 2167-2170 p.Conference paper, Published paper (Refereed)
Abstract [en]

This paper presents a method for predicting the ultrasound pulses generated by thin semi-transparent polymer films, excited by a short laser pulse. The acoustic pressure is first modeled based on the physical properties of the polymer. Partial Least-Squares Regression is then used to link the model pressure to the ultrasound pulses measured by an ultrasound transducer. The uncertainty of the regression is also simulated, showing that the method is robust to noise in the measurements

Place, publisher, year, edition, pages
Piscataway, NJ: IEEE Communications Society, 2013. 2167-2170 p.
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering Signal Processing
Research subject
Industrial Electronics; Signal Processing
Identifiers
URN: urn:nbn:se:ltu:diva-38025DOI: 10.1109/ULTSYM.2013.0554Local ID: c453a768-15f7-4d03-8e69-824503e4a930ISBN: 978-1-4673-5684-8 (print)OAI: oai:DiVA.org:ltu-38025DiVA: diva2:1011524
Conference
IEEE International Ultrasonics Symposium : 21/07/2013 - 25/07/2013
Note
Godkänd; 2013; 20130611 (johanc)Available from: 2016-10-03 Created: 2016-10-03 Last updated: 2017-10-19Bibliographically approved

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