本文针对发动机尾喷焰的目标红外特性开展谱分析研究.采用热流法求解辐射传输方程,获得尾喷焰表观红外辐射特性仿真数据,应用多尺度小波分解红外光谱获得小波压缩系数.考察了不同小波函数及小波尺度下红外特性光谱的压缩效果.研究结果表明,基于小波的尾喷焰红外辐射特性光谱数据压缩方法是可行的,尾喷焰红外光谱主要信息基本保留,变量维数压缩可达10倍以上.
参考文献
[1] | Trygg J;Wold S .PLS Regression on Wavelet Compressed NIR Spectra[J].Chemometrics and Intelligent Laboratory Systems,1998,42:209-220. |
[2] | Jetter K. .Principles and applications of wavelet transformation to chemometrics[J].Analytica chimica acta,2000(2):169-180. |
[3] | Yoon J;Lee B;Han C H .Calibration Transfer of Nearinfrared Spectra Based on Compression of Wavelet Coefficients[J].Chemometrics and Intelligent Laboratory Systems,2002,64:1-14. |
[4] | Johna Trygg;Nouna Kettaneh-Wold;Lars Wallbacks .2D wavelet analysis and compression of on-line industrial process data[J].Journal of Chemometrics,2001(4):299-319. |
[5] | Mallat S.G. .A theory for multiresolution signal decomposition: the wavelet representation[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,1989(7):674-693. |
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