室内可见光通信均衡算法研究

Guolu Huang, P. Li, Yuru Wang, Z. Lan
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引用次数: 0

摘要

用于室内可见光通信系统中信道的多径效应和频率衰落。本文提出了一种改进的LMS算法对信道进行补偿。首先建立了室内可见光通信信道模型和正交频分复用(OFDM)仿真模型;仿真验证了特征值分布、滤波器阶数和步长对LMS算法的影响。其次,本文提出的NLMS算法在一定程度上解决了LMS算法的收敛速度和稳态误差不能合理协调的内在矛盾。仿真结果表明:与LMS算法相比,该算法提高了收敛速度,降低了计算复杂度,有效提高了可见光通信系统的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on the equalization algorithm of indoor visible light communication
For multipath effects and frequency fading of channels in indoor visible light communication systems. In this paper, an improved LMS algorithm is proposed to compensate for the channel. First, the channel model of indoor visible light communication and the simulation model of orthogonal frequency division multiplexing (OFDM) are built.The simulation verifies the effect of eigenvalue distribution, filter order and step size on the LMS algorithm. Secondly, the NLMS algorithm proposed in this paper solves, to a certain extent, the inherent contradiction that the convergence speed and steady-state error of the LMS algorithm cannot be reasonably coordinated. The simulation results show that: The algorithm improves the convergence speed and reduces the computational complexity compared with the LMS algorithm, which effectively improves the performance of visible light communication systems.
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