Adaptive predistorter using NLMS algorithm for nonlinear compensation in visible-light communication system

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초록

A predistortion method using the adaptive normalised least mean square (NLMS) algorithm is proposed for the estimation of light-emitting diode distortion. The light emission characteristic could change nonlinearly depending on conditions of the physical environment, such as temperature variation, which cannot be ignored, especially in the case of high-power emissions. Instead of using the fixed values of the conventional memory look-up-table (LUT) for nonlinearity compensation, the proposed adaptive NLMS-based predistorter immediately estimates the distortion change according to environmental changes. The simulation results show that the proposed method has better performance than the conventional predistorter employing an LUT.

키워드

Least squares approximationsTable lookupVisible light communication
제목
Adaptive predistorter using NLMS algorithm for nonlinear compensation in visible-light communication system
저자
Kim, Jin KwanHyun, KwangminPark, Sang Kyu
DOI
10.1049/el.2014.1835
발행일
2014-09
유형
Article
저널명
Electronics Letters
50
20
페이지
1457 ~ 1458