Optimal Linear Precodings for Multi-Color, Multi-User Visible Light Communication System with Fairness Considerations
With fairness consideration, optimal linear precoding designs for multi-color, multi-user visible light communication (VLC) systems are presented in this paper. Utilizing both the spatial and multi-color resources, the precoding designs are proposed to mitigate the impact of the multi-user interfere...
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doaj-3d082fe37e7840a39c0f9715b56c2e7a2020-11-24T21:48:38ZengMDPI AGCrystals2073-43522018-10-0181140410.3390/cryst8110404cryst8110404Optimal Linear Precodings for Multi-Color, Multi-User Visible Light Communication System with Fairness ConsiderationsDong-Fang Zhang0Hong-Yi Yu1Yi-Jun Zhu2Zheng-Guo Sun3National Digital Switching System Engineering Technological Research Center, Zhengzhou 450000, ChinaNational Digital Switching System Engineering Technological Research Center, Zhengzhou 450000, ChinaNational Digital Switching System Engineering Technological Research Center, Zhengzhou 450000, ChinaNational Digital Switching System Engineering Technological Research Center, Zhengzhou 450000, ChinaWith fairness consideration, optimal linear precoding designs for multi-color, multi-user visible light communication (VLC) systems are presented in this paper. Utilizing both the spatial and multi-color resources, the precoding designs are proposed to mitigate the impact of the multi-user interference (MUI) and the multi-color crosstalk. With the constraints of chromaticity, luminance, and signal range, the precoding designs are formulated to achieve the max-min fairness and the maximum sum-rate. Since the closed-form expression for the capacities is not available, the lower and upper bounds are chosen as the performance criterions. To make the optimization problems be easy to be solved by using standard optimization packages, the non-convex problems are cast into convex ones. Subsequently, algorithms are developed to find optimal solutions. Extensive simulation results indicate that the proposed precoding schemes outperform the conventional pseudo inverse method.https://www.mdpi.com/2073-4352/8/11/404linear precodingmulti-color visible light communication systemmulti-user interferencemulti-color crosstalkmax-min fairnessmaximum sum-rate |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Dong-Fang Zhang Hong-Yi Yu Yi-Jun Zhu Zheng-Guo Sun |
spellingShingle |
Dong-Fang Zhang Hong-Yi Yu Yi-Jun Zhu Zheng-Guo Sun Optimal Linear Precodings for Multi-Color, Multi-User Visible Light Communication System with Fairness Considerations Crystals linear precoding multi-color visible light communication system multi-user interference multi-color crosstalk max-min fairness maximum sum-rate |
author_facet |
Dong-Fang Zhang Hong-Yi Yu Yi-Jun Zhu Zheng-Guo Sun |
author_sort |
Dong-Fang Zhang |
title |
Optimal Linear Precodings for Multi-Color, Multi-User Visible Light Communication System with Fairness Considerations |
title_short |
Optimal Linear Precodings for Multi-Color, Multi-User Visible Light Communication System with Fairness Considerations |
title_full |
Optimal Linear Precodings for Multi-Color, Multi-User Visible Light Communication System with Fairness Considerations |
title_fullStr |
Optimal Linear Precodings for Multi-Color, Multi-User Visible Light Communication System with Fairness Considerations |
title_full_unstemmed |
Optimal Linear Precodings for Multi-Color, Multi-User Visible Light Communication System with Fairness Considerations |
title_sort |
optimal linear precodings for multi-color, multi-user visible light communication system with fairness considerations |
publisher |
MDPI AG |
series |
Crystals |
issn |
2073-4352 |
publishDate |
2018-10-01 |
description |
With fairness consideration, optimal linear precoding designs for multi-color, multi-user visible light communication (VLC) systems are presented in this paper. Utilizing both the spatial and multi-color resources, the precoding designs are proposed to mitigate the impact of the multi-user interference (MUI) and the multi-color crosstalk. With the constraints of chromaticity, luminance, and signal range, the precoding designs are formulated to achieve the max-min fairness and the maximum sum-rate. Since the closed-form expression for the capacities is not available, the lower and upper bounds are chosen as the performance criterions. To make the optimization problems be easy to be solved by using standard optimization packages, the non-convex problems are cast into convex ones. Subsequently, algorithms are developed to find optimal solutions. Extensive simulation results indicate that the proposed precoding schemes outperform the conventional pseudo inverse method. |
topic |
linear precoding multi-color visible light communication system multi-user interference multi-color crosstalk max-min fairness maximum sum-rate |
url |
https://www.mdpi.com/2073-4352/8/11/404 |
work_keys_str_mv |
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