18 October 2006 Application of support vector machine for trace gas detection by using temperature-tuning optical parametric oscillator
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Abstract
Support vector machine (SVM), is proposed to enhance the measurement accuracy of a temperature-tuning optical parametric oscillator (OPO) gas sensing system. The experimental results demonstrate that the minimum detecting concentration after the use of SVM decreases by more than 8 times.
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N. Ni, N. Ni, C. C. Chan, C. C. Chan, J. Kong, J. Kong, D. Y. Tang, D. Y. Tang, } "Application of support vector machine for trace gas detection by using temperature-tuning optical parametric oscillator", Proc. SPIE 6379, Photonic Applications for Aerospace, Transportation, and Harsh Environments, 637907 (18 October 2006); doi: 10.1117/12.685713; https://doi.org/10.1117/12.685713
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