Adaptive Software Defined Equalization Techniques for Indoor Visible Light Communication

被引:9
作者
Martinek, Radek [1 ]
Danys, Lukas [1 ]
Jaros, Rene [1 ]
机构
[1] VSB Tech Univ Ostrava, Dept Cybernet & Biomed Engn, Fac Elect Engn & Comp Sci, 17 Listopadu 15, Ostrava 70833, Czech Republic
关键词
feed-forward software defined equalization (FSDE); visible light communication (VLC); software-defined radio (SDR); multistate quadrature amplitude modulation (M-QAM); adaptive equalizers; QR decomposition based recursive least squares (RLS); VLC NETWORKS; TRANSMISSION;
D O I
10.3390/s20061618
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
This paper focuses on a channel feed-forward software defined equalization (FSDE) of visible light communication (VLC) multistate quadrature amplitude modulation (M-QAM) based system, implemented in the LabVIEW programming environment. A highly modular platform is introduced; the whole experiment is simulated in software and then thoroughly explored and analyzed during practical measurements in the laboratory, simulating real-world situations. The whole platform is based on modified National Instruments software defined radios (NI SDR) and a commercially available Philips light source, often used in Czech government institutions. Three FSDE algorithms were tested: least mean squares (LMS), normalized least mean squares (NLMS), and QR decomposition based RLS (QR-RLS). Based on measurements, QR-RLS provides the best results, improving measured values by up to 10%. The experiments also show that the simulated results are very similar to real measurements, thus proving the validity of the chosen approach. The whole platform manages to improve measured data simply by making changes to the software side of the testing prototype.
引用
收藏
页数:23
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