• DocumentCode
    1989399
  • Title

    LED Spectrum Measurement Using Low-Cost Spectrum Sensor Array and Particle Swarm Optimization

  • Author

    Chang, Cheng-Chun ; Chen, Chien-Chou ; Kurokawa, Umpei ; Choi, Byung Il

  • Author_Institution
    Dept. of Electr. Eng., Nat. Taipei Univ. of Technol., Taipei, Taiwan
  • fYear
    2012
  • fDate
    27-30 May 2012
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    A LED spectrum measurement system using a low-cost spectrum sensor array is proposed in this work. We note that since the spectral transmittance properties of the spectrum sensors are off ideal, a robust mapping process to transform the sensor outputs to the information of LED spectrum is demanded. For mapping the raw data from the low-cost spectrum sensor array to the spectrum component of LED lights, particle swarm optimization (PSO) with full factorial design (FFD), namely FFD PSO, is utilized to search the optimal center locations and the widths for the Gaussian basis functions in use. As a result, we show that the achievable measurement accuracy is competitive to a professional optical spectrometer.
  • Keywords
    light emitting diodes; optical filters; particle swarm optimisation; semiconductor device measurement; sensor arrays; FFD PSO; Gaussian basis functions; LED; PSO; filter-array; full factorial design; low-cost spectrum sensor array; mapping process; measurement accuracy; optical spectrometer; particle swarm optimization; spectral transmittance; spectrum measurement; Accuracy; Arrays; Light emitting diodes; Optical filters; Particle swarm optimization; Semiconductor device measurement; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering and Technology (S-CET), 2012 Spring Congress on
  • Conference_Location
    Xian
  • Print_ISBN
    978-1-4577-1965-3
  • Type

    conf

  • DOI
    10.1109/SCET.2012.6341966
  • Filename
    6341966