• DocumentCode
    3560791
  • Title

    Spectrum Reconstruction for On-Chip Spectrum Sensor Array Using a Novel Blind Nonuniformity Correction Method

  • Author

    Chang, Cheng-Chun ; Lin, Hsuan-Yu

  • Author_Institution
    Dept. of Electr. Eng., Nat. Taipei Univ. of Technol., Taipei, Taiwan
  • Volume
    12
  • Issue
    8
  • fYear
    2012
  • Firstpage
    2586
  • Lastpage
    2592
  • Abstract
    Filter-array spectrum sensors have been a promising structure that can be used to realize miniature spectrometers or spectrometers on-a-chip. By using multiple spectrum sensors with different spectral responses, the spectrum of a measurement object can be characterized. However, due to the low-cost and miniature design of the input optic interfaces, the intensity of the input light shining onto the imager of the sensor array may not be uniform. This unmodeled input nonuniformity could lead to a severe distortion in the spectrum measurement. Although the input nonuniformity can be alleviated by introducing dedicated input optic interface, we are interested in tackling this issue from an algorithmic perspective because 1) dedicated optics could still render 5%-10% intensity variation, and 2) the cost of computation power in electronics is potentially much lower than the cost of optics nowadays. Accordingly, we propose an iterative blind correction algorithm to solve the input light nonuniformity issue. The algorithm is based on the assumption that variation of input light intensity shall change smoothly, and hence requires no additional information. With the proposed iterative blind correction algorithm, significant improvement on the quality of spectrum reconstruction is obtained in both simulation and experimental studies.
  • Keywords
    image sensors; iterative methods; sensor arrays; sensor fusion; spectrometers; blind nonuniformity correction method; electronics computation power cost; filter-array spectrum sensor; input light intensity; input light shining; input optic interface; intensity variation; iterative blind correction algorithm; measurement object spectrum; miniature spectrometer; multiple spectrum sensor; on-chip spectrum sensor array; optics cost; sensor array imager; spectral response; spectrometers on-a-chip; spectrum measurement distortion; spectrum reconstruction quality; unmodeled input light nonuniformity; Image reconstruction; Image sensors; Optical filters; Optical sensors; Sensor arrays; Input nonuniformity; iterative blind correction algorithm; miniature spectrometer; spectrum sensor array;
  • fLanguage
    English
  • Journal_Title
    Sensors Journal, IEEE
  • Publisher
    ieee
  • Conference_Location
    5/3/2012 12:00:00 AM
  • ISSN
    1530-437X
  • Type

    jour

  • DOI
    10.1109/JSEN.2012.2197609
  • Filename
    6194258