On the estimation of target spectrum for filter-array based spectrometers
Author(s) -
ChengChun Chang,
Heung-No Lee
Publication year - 2008
Publication title -
optics express
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.394
H-Index - 271
ISSN - 1094-4087
DOI - 10.1364/oe.16.001056
Subject(s) - spectrometer , computer science , filter (signal processing) , estimator , optics , signal processing , digital filter , chip , spectrum (functional analysis) , digital signal processing , computer hardware , electronic engineering , physics , telecommunications , computer vision , mathematics , statistics , quantum mechanics , engineering
Miniature spectrometers have been drawn researchers much attention due to its wide variety of possible applications. In this paper, we show the achievability of a fine spectrometer on-a-chip based on a low-performance, low-cost filter-array. A low quality filter-array is augmented with digital signal processing techniques. A series of estimators for recovering target spectrum is introduced. By exploiting non-negative nature of spectral content, a non-negative least-square algorithm is found particularly useful for spectrum recovery. The concept is verified in a hardware implementation.
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