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The study of the noise immunity of chip spectrometer based on sparse recovery
Sun, Feiying; Yang, Zheng; Wu, Peng; Xia, Liangping; Sun, Xiuhui; Nie, Changbin; Cui, Jun; Yin, Shaoyun; Du, Chunlei
2016
摘要The noise immunity of spectral detection is analyzed theoretically for the kind of chip spectrometer based on the combine of integrated filter matrix and sparse recovery. With the sparse representation algorithm, the mathematic model of the detection noise and condition number of filter matrix is built for the Gaussian shaped incident spectrum. In the simulations, the filter matrix with different condition number is produced by changing the cavity length with the fabry perot (FP) interference model. An exponential relationship between the spectrum recovery variance and the condition number is obtained, which is consistent with the built theory model. The result reveals that when the condition number of filter matrix is 103level, the noise tolerance of chip spectrometer will be as large as 10% when the variance is about 5 ×10-3in the sparse recovery. © 2016 SPIE.
语种英语
DOI10.1117/12.2246783
会议(录)名称International Symposium on High Power Lasers and High Energy Lasers and the International Symposium on Silicon-Based Photonic Integration
收录类别EI
会议地点Beijing, China
会议日期May 9, 2016 - May 11, 2016