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
Link To Document :
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