Journal
IEEE SENSORS JOURNAL
Volume 12, Issue 11, Pages 3225-3231Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/JSEN.2012.2190506
Keywords
Mass spectrometry; nonnegative matrix factorization (NMF); nonnegative least squares; odor approximation
Funding
- Japan Society for the Promotion of Science [2230007]
- Grants-in-Aid for Scientific Research [22300073] Funding Source: KAKEN
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Since a set of odor components that can cover a wide range of smells have not been yet revealed, we studied a selection of odor components using an essential-oil mass spectrum database. Basis vectors were extracted using the nonnegative matrix factorization method, and then the nonnegative least-squares method was used to determine the recipe. The odor approximations of the three typical essential oils were evaluated by a sensory test. It was found that the mass spectrum data were correlated with the sensory test results. Moreover, this correlation was particularly high in the high m/z region.
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