Curve-Fitting Correction Method for the Nonlinear Dimming Response of Tunable SSL Devices

Rugved Kore, D. Durmus
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Abstract

Solid-state lighting (SSL) devices are ubiquitous in several markets, including architectural, automotive, healthcare, heritage conservation, and entertainment lighting. Fine control of the LED light output is crucial for applications where spectral precision is required, but dimming LEDs can cause a nonlinear response in its output, shifting the chromaticity. The nonlinear response of a multi-color LEDs can be corrected by curve-fitting the measured data to input dimming controls. In this study, the spectral output of an RGB LED projector was corrected using polynomial curve fitting. The accuracy of four different measurement methods was compared in order to find the optimal correction approach in terms of the time and effort needed to perform measurements. The results suggest that the curve fitting of very high-resolution dimming steps (n = 125) significantly decreased the chromaticity shifts between measured (actual) and corrected spectra. The effect size between approaches indicates that the curve-fitting of the high-resolution approach (n = 23) performs equally well as at very high resolution (n = 125). The curve-fitting correction can be used as an alternative approach or in addition to existing methods, such as the closed-loop correction. The curve fitting method can be applied to any tunable multi-color LED lighting system to correct the nonlinear dimming response.
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可调式固态照明器件非线性调光响应的曲线拟合校正方法
固态照明(SSL)设备在建筑、汽车、医疗保健、文物保护和娱乐照明等多个市场中无处不在。对于需要光谱精度的应用来说,LED 光输出的精细控制至关重要,但调光 LED 会导致其输出产生非线性响应,从而改变色度。多色 LED 的非线性响应可通过将测量数据与输入的调光控制进行曲线拟合来校正。在这项研究中,使用多项式曲线拟合法对 RGB LED 投影仪的光谱输出进行了校正。对四种不同测量方法的精确度进行了比较,以便在测量所需的时间和精力方面找到最佳校正方法。结果表明,对非常高分辨率的调光步骤(n = 125)进行曲线拟合可显著减少测量(实际)光谱与校正光谱之间的色度偏移。不同方法之间的效应大小表明,高分辨率方法(n = 23)与超高分辨率(n = 125)的曲线拟合效果相当。曲线拟合校正法可作为现有方法(如闭环校正法)的替代方法或补充方法。曲线拟合方法可用于任何可调多色 LED 照明系统,以校正非线性调光响应。
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