基于Nelder-Mead优化算法的RoF空间复用MIMO-LTE前传系统传输参数选择

Carlos Mateo, P. L. Carro, Paloma García-Dúcar, J. de Mingo, Iñigo Salinas
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引用次数: 3

摘要

本文应用Nelder-Mead方法对多输入多输出(MIMO)光纤无线电(RoF)系统的传输条件进行了优化。该算法可以在较短的迭代时间内求出两种激光器的最佳射频信号功率和偏置电流。实验在MIMO IM/DD RoF系统中进行,其中MIMO信号是波长复用的。信号和载波频率属于LTE标准。实验结果表明,该算法在不同带宽下均能实现快速收敛,并能很好地平衡噪声和非线性。
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RoF SpatialMux MIMO-LTE Fronthaul System Transmission Parameter Selection with Nelder-Mead Optimization Algorithm
In this paper the optimization of the transmission conditions in a multiple-input multiple-output (MIMO) Radio-over-Fiber (RoF) system by applying the Nelder-Mead method is proposed. With this algorithm it is possible to seek the optimum RF signal power and the bias current of both lasers in few iterations. The experiments have been carried out in a MIMO IM/DD RoF system, where MIMO signals are wavelength multiplexed. The signals and the carrier frequency belong to the LTE standard. Experimental results show that fast convergence is accomplished under different bandwidths yielding to good tradeoff between noise and non-linearity.
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