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1) Select the initial values of power coefficients<br />

( 0<br />

k<br />

)<br />

i , i = 1...<br />

n of i-th LED; they can be any positive<br />

number.<br />

2) Calculate the j -th value of k i from the (j-1)-th<br />

value, based on the partial derivative with respect to k i<br />

of the square of the difference between the target<br />

spectrum and the STS spectrum built up from the LED<br />

spectra weighted by the variables k:<br />

( )<br />

( j−1<br />

j<br />

)<br />

k = k − a<br />

i<br />

i<br />

780<br />

⎛<br />

⎜<br />

⎝<br />

n<br />

∂ ∑ ∑<br />

k<br />

i<br />

380 i=<br />

1<br />

( j −1) S ( λ) − S ( λ)<br />

LED<br />

i<br />

( j −1<br />

∂k<br />

)<br />

i<br />

TARGET<br />

where a should be between 0 and 1. To<br />

achieve an optimal calculation time while still<br />

ensuring convergence of the solution, a<br />

parameter was set to 0.001.<br />

3) Continue the iterations until the solution<br />

converges, i.e. when<br />

780 n<br />

i LEDi<br />

380 i=<br />

1<br />

780 n<br />

= i LEDi<br />

380 i=<br />

1<br />

( j) ∑∑k<br />

S ( λ) − S ( λ)<br />

TARGET<br />

( j−1) ∑∑k<br />

S ( λ) − S ( λ)<br />

TARGET<br />

The equality is obtained from a large number of iterations<br />

where the individual LED currents (power coefficients k)<br />

are increased or decreased in small increments. It can be<br />

interpreted that the algorithm stops when the values k i<br />

reach a steady-state solution. The individual LED currents<br />

are obtained from the optimization. The integral-sum of<br />

the differences at each wavelength is an indication of the<br />

quality of the realized spectral match.<br />

3. Realized STS spectral distributions<br />

Figs. 2 to 4 shows examples of the output spectra of the<br />

STS source matched to the given spectra. The deviations<br />

from the given spectra are mainly caused by limitations in<br />

the availability of LEDs with the appropriate peak<br />

wavelengths, their finite spectral widths (SPD curves), as<br />

well as drifts due to temperature dependence, instability,<br />

and aging of the LEDs. The matching will be improved by<br />

changing the selection of LEDs used. The average<br />

luminance of the STS, which depends on the specific<br />

spectral distribution desired, is between several hundred<br />

-2<br />

and one thousand [ cd ⋅ m ]. Further results of<br />

characterizaion of the STS source developed will be<br />

presented in the full paper.<br />

4. Conclusions<br />

A spectrally tunable LED source (STS) has been<br />

developed. The source can approximate various CIE<br />

illuminants (D65, etc.) as well as common source spectral<br />

distributions for other photometric and colorimetric<br />

applications, and may be useful for visual experiments on<br />

colorimetry as well.<br />

⎞<br />

⎟<br />

⎠<br />

2<br />

,<br />

Relative distribution<br />

1.2<br />

1.0<br />

0.8<br />

0.6<br />

0.4<br />

0.2<br />

0.0<br />

350 450 550 650 750<br />

Wavelength (nm)<br />

Fig. 2. SPD of CIE illuminant D65 (dashed line) and the STS<br />

output measured by spectroradiometer (solid line).<br />

Relative distribution<br />

1.2<br />

1.0<br />

0.8<br />

0.6<br />

0.4<br />

0.2<br />

0.0<br />

350 450 550 650 750<br />

Wavelength (nm)<br />

Fig. 3. SPD of a CRT green (dashed line) and the STS output<br />

measured by spectroradiometer (solid line).<br />

Relative distribution<br />

1.2<br />

1.0<br />

0.8<br />

0.6<br />

0.4<br />

0.2<br />

0.0<br />

350 450 550 650 750<br />

Wavelength (nm)<br />

Fig. 4. SPD of a Cool White FL (dashed line) and the STS output<br />

measured by spectroradiometer (solid line).<br />

References<br />

[1] ISO/CIE 10527-1991, CIE standard colorimetric observers,<br />

1991.<br />

[2] ISO/CIE 10526-1991, CIE standard colorimetric illuminants,<br />

1991.<br />

[3] S. W. Brown, C. Santana, and G. P. Eppeldauer, Development<br />

of a tunable LED-based colorimetric source, J. Res. Nat’l. Inst.<br />

Stands. Technol. 107, 363-371, 2002.<br />

[4] I. Fryc, S. W. Brown, G. P. Eppeldauer, Y. Ohno, A spectrally<br />

tunable solid-state source for radiometric, photometric, and<br />

colorimetric applications, Proceedings of SPIE, 5530, 150 –<br />

159, 2004.<br />

296

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