区间极限学习机在气体FTIR光谱浓度反演中的应用研究
陈媛媛, 张记龙, 王志斌, 赵冬娥, 陈友华. 区间极限学习机在气体FTIR光谱浓度反演中的应用研究[J]. 中国激光, 2011, 38(s1): s115006.
Chen Yuanyuan, Zhang Jilong, Wang Zhibin, Zhao Donge, Chen Youhua. Research on Concentration Retrieval with Gas FTIR Spectra by Interval Extreme Learning Machine Method[J]. Chinese Journal of Lasers, 2011, 38(s1): s115006.
[1] 郑龙江, 李鹏, 秦瑞峰 等. 气体浓度检测光学技术的研究现状与发展趋势[J]. 激光与光电子学进展, 2008, 45(8): 24~32
[2] 兰天鸽, 熊伟, 方勇华 等. 生物气溶胶红外光谱信号预处理算法研究[J]. 光学学报, 2010, 30(9): 2742~2747
[3] 刘志明, 刘文清, 高闽光 等. 基于红外掩日通量法(SOF)污染源排放气体浓度时空分布反演算法研究[J]. 物理学报, 2010, 59(8): 5397~5405
Liu Zhiming, Liu Wenqing, Gao Minguang et al.. Study of the retrieval algorithm of emission gas spatio-temporal distribution of pollution source using the infrared solar occultation flux (SOF) method[J]. Acta Physica Sinica, 2010, 59(8): 5397~5405
[4] 朱军, 刘文清, 刘建国 等. FTIR光谱拟合方法在反演气体浓度中的应用[J]. 光谱学与光谱分析, 2005, 25(10): 1573~1576
Zhu Jun, Liu Wenqing, Liu Jianguo et al.. Application of FTIR spectra fitting method in retrieving gas concentrations [J]. Spectrosc. & Spectral Analy., 2005, 25(10): 1573~1576
[5] 朱军, 刘文清, 刘建国 等. 傅里叶变换红外光谱学方法用于气体定量分析[J]. 仪器仪表学报, 2007, 28(1): 80~84
Zhu Jun, Liu Wenqing, Liu Jianguo et al.. Quantitative gas analysis using Fourier transform infrared spectroscopy method[J]. Chin. J. Sci. Instrum., 2007, 28(1): 80~84
[6] 徐亮, 刘建国, 高闽光 等. 开放光程傅里叶变换红外光谱系统观测城市空气中的NH3[J]. 大气与环境光学学报, 2007, 2(1): 60~63
[7] 魏合理, 邬承就, 马志军 等. 提高大气吸收光谱测量分辨率的新方法[J]. 光学学报, 2002, 22(2): 165~169
[8] G.-B. Huang, Q.-Y. Zhu and C.-K. Siew. Extreme learning machine: a new learning scheme of feedforward neural networks[C]. International Joint Conference on Neural Networks, (Budapest, Hungary), 2004
[9] L. Norgaard, A. Saudland, J. Wagner et al.. Interval partial least-squares regression (iPLS): a comparative chemometric study with an example from near-infrared spectroscopy[J]. Appl. Spectrosc., 2000, 54(3): 413~419
[10] 张华, 石广玉. 一种快速高效的逐线积分大气吸收计算方法[J]. 大气科学, 2000, 24(1): 111~121
Zhang Hua, Shi Guangyu. A fast and efficient line-by-line calculation method for atmospheric absorption[J]. Chin. J. Atmos. Sci., 2000, 24(1): 111~121
陈媛媛, 张记龙, 王志斌, 赵冬娥, 陈友华. 区间极限学习机在气体FTIR光谱浓度反演中的应用研究[J]. 中国激光, 2011, 38(s1): s115006. Chen Yuanyuan, Zhang Jilong, Wang Zhibin, Zhao Donge, Chen Youhua. Research on Concentration Retrieval with Gas FTIR Spectra by Interval Extreme Learning Machine Method[J]. Chinese Journal of Lasers, 2011, 38(s1): s115006.