Acoustic impedance measurement using PLSR based analysis of ultrasonic signals

Proceedings - IEEE Ultrasonics Symposium

Volumn 1, Issue , 2005, Pages 178-181

  Schaefer, R ^a   Hauptmann, P ^a  

^a OTTO VON GUERICKE UNIVERSITY   (Germany)

Author keywords

Acoustic impedance; Concentration; Density; PLSR

Indexed keywords

GLYCEROL; LEAST SQUARES APPROXIMATIONS; PARAMETER ESTIMATION; REGRESSION ANALYSIS; ULTRASONICS;

MULTIPLE LINEAR REGRESSION; ULTRASONIC SIGNALS; WAVE SHAPE;

ACOUSTIC IMPEDANCE;

EID: 33847128739     PISSN: 10510117     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ULTSYM.2005.1602825     Document Type: Conference Paper

References (17)

1. P. Hauptmann, N. Hoppe, and A. Püttmer, "Application of Ultrasonic Sensors in the Process Industry," Meas. Sci. Tech., vol. 13, no. 8, pp. R73-R83, 2002.
2. T. Abele et. al., Technologie-Roadmap: Prozess-Sensoren 2005-2015. NAMUR Geschäftsstelle, c/o Bayer Technology Services GmbH, Leverkusen, May 2005, p.32.
3. rd ed., 2000, pp.51-59.
4. N. Hoppe, "Ultraschall-Dichtesensor - Entwurf, Charakterisierung und Signalverarbeitung," Ph.D. dissertation, Dept. Elect. Eng., Otto-von-Guericke-University Magdeburg, Magdeburg, 2003, p. 19.
5. Y. Cohen, T. Xue, S. Lih, "Application of Ultrasonic Sensors in the Process Industry," Meas. Sci. Tech., vol. 13, no. 8, pp. R73-83, 2002.
6. J. Hox, Applied Multilevel Analysis. Amsterdam: TT-Publikaties, 1995.
7. nd ed., 2002.
8. rd ed., 1986.
9. P. Naik, C. Tsai, "Partial least squares estimator for single-index models," J. R. Statist. Soc. B, vol. 62, part 4, pp. R763-771, 2000.
10. H. Wold, Systems Under Indirect Observation, Vols. I, II. Amsterdam: North Holland, 1982.
11. S. Wold, M. Sjöström, and L. Eriksson, "PLS regression: A basic tool of chemometrics," Chemometrics Intell. Lab. Syst., vol. 58, pp. 109-130, 2001.
12. Akaike, H.: A new look at statistical model identification. IEEE Trans. Autom. Contrl., Vol. 19, pp. 716-723, 1974.
13. Wakeling, I.N.; Morris, J.J.: A Test of Significance for Partial Least Squares Regression. J. Chemom., no. 7, pp. 291-304, 1993.
14. Shao, J.: Linear Model Order Selection by Cross-Validation. J. Am. Stat. Assoc., Vol. 88, pp. 486-494, June 1993.
15. A. Püttmer, "Ultrasonic Density Sensor for Liquids," Ph.D. dissertation, Dept. Elect. Eng., Otto-von-Guericke-University Magdeburg, Magdeburg, 1998.
16. D. R. Lide, Handbook of Chemistry and Physics. Boca Raton: CRC Press84th ed., 2003, p.8-67.
17. A. Arnau et. al., Piezoelectric Transducers and Applications. Berlin: Springer Verlag, 2005.