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Performance Analysis of Precoded MIMO PLC System Based on Two-Sided Jacobi SVD

机译:基于双向雅可比SVD的预编码MIMO PLC系统性能分析

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摘要

This paper evaluates the performance of closed loop multiple input multiple output power line communication (CL MIMO PLC) system based on enhanced zero-forcing (ZF) equalizer. In this work, the two-sided Jacobi (TSJ) algorithm has been investigated for the computation of singular value decomposition of the channel matrix. Quantized parameters are feedback from the receiver to the transmitter for precoding process. Numerous simplifications are introduced for the reduction of the algorithm complexity. The performance of the CL MIMO PLC is evaluated in terms of bit error rate (BER), constellation error vector magnitude (EVM), and mean square error (MSE) between the constructed SVD matrices and Matlab computed ones.
机译:本文评估了基于增强型迫零(ZF)均衡器的闭环多输入多输出电力线通信(CL MIMO PLC)系统的性能。在这项工作中,已经研究了双面雅可比(TSJ)算法来计算信道矩阵的奇异值分解。量化的参数从接收器反馈到发送器以进行预编码过程。为了降低算法复杂度,引入了许多简化方法。根据所构建的SVD矩阵与Matlab计算的矩阵之间的误码率(BER),星座误差矢量幅度(EVM)和均方误差(MSE)评估CL MIMO PLC的性能。

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  • 来源
    《Journal of electrical and computer engineering》 |2015年第2015期|706526.1-706526.7|共7页
  • 作者单位

    SERCOM Laboratory, Tunisia Polytechnic School, Carthage University, 2078 La Marsa, Tunisia;

    CodinTek Company, El Ghazala Technological Park, 2088 Ariana, Tunisia;

    SERCOM Laboratory, Tunisia Polytechnic School, Carthage University, 2078 La Marsa, Tunisia;

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