TY - JOUR
T1 - Generalized signal-to-noise ratio for spectral sensors with correlated bands
AU - Wang, Zhipeng
AU - Tyo, J. Scott
AU - Hayat, Majeed M.
PY - 2008/10/1
Y1 - 2008/10/1
N2 - Traditional spectral sensors are intentionally designed to minimize overlap among spectral response functions of different bands. In contrast, some emerging classes of spectral sensors exhibit significant band overlap. An effect introduced by such band overlap is that the photodetector noise of one band is coupled into the others in subsequent data processing steps. Because of this, the traditional band-by-band definition of signal-to-noise ratio (SNR) cannot fully describe the detector's noise level. We devise a general definition of SNR in spectral space based on a recently developed geometrical spectral imaging model [J. Opt. Soc. Am. A 24, 2864 (2007)]. With this model, we can find an orthogonal basis of the spectral response functions for the spectral sensor with decreasing instrument SNRs. We can also define the average instrument SNR for the whole sensor, which makes it possible to characterize quantitatively the photodetector noise of a spectral sensor with correlated bands.
AB - Traditional spectral sensors are intentionally designed to minimize overlap among spectral response functions of different bands. In contrast, some emerging classes of spectral sensors exhibit significant band overlap. An effect introduced by such band overlap is that the photodetector noise of one band is coupled into the others in subsequent data processing steps. Because of this, the traditional band-by-band definition of signal-to-noise ratio (SNR) cannot fully describe the detector's noise level. We devise a general definition of SNR in spectral space based on a recently developed geometrical spectral imaging model [J. Opt. Soc. Am. A 24, 2864 (2007)]. With this model, we can find an orthogonal basis of the spectral response functions for the spectral sensor with decreasing instrument SNRs. We can also define the average instrument SNR for the whole sensor, which makes it possible to characterize quantitatively the photodetector noise of a spectral sensor with correlated bands.
UR - http://www.scopus.com/inward/record.url?scp=60049095288&partnerID=8YFLogxK
U2 - 10.1364/JOSAA.25.002528
DO - 10.1364/JOSAA.25.002528
M3 - Article
AN - SCOPUS:60049095288
VL - 25
SP - 2528
EP - 2534
JO - Journal of the Optical Society of America A: Optics, Image Science and Vision
JF - Journal of the Optical Society of America A: Optics, Image Science and Vision
SN - 1084-7529
IS - 10
ER -