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多输入多输出电力线通信中的实球解码信号检测算法

Real Sphere Decoder Algorithm for Signal Detection in Multiple-input Multiple-output Power Line Communication

  • 摘要: 研究多输入多输出电力线通信中的实球解码信号检测方案。首先,基于Cholesky分解将在接收信号空间的一个球垛内搜索格点的问题转化为在发送信号空间中相应椭球体内搜索格点的问题;其次,根据上三角矩阵诱导的不等式确定椭球的边界,并形成相应的整数分量,进而张成发射端口定义的候选格点子集;再采用迭代的方式在不断更新的区间内测试球垛内的所有格点,将最近格点作为发送信号的近似最佳估计值。仿真结果表明,无论接收端是否采用共模端,提出的检测方案的抗多流干扰能力优于迫零检测器和最小均方误差检测器,且信噪比较高时,其复杂度是端口数的多项式函数。

     

    Abstract: A scheme of real sphere decoder for signal detection in multiple-input multiple-output power line communication was studied. Firstly, based on the Cholesky decomposition, the problem of searching lattice in a sphere packing of the received signal space was transformed into the problem of searching the lattice in the corresponding ellipsoid in the transmitted signal space. Then, according to the inequality induced by the upper triangular matrix, the boundary of the ellipsoid was determined, and the corresponding integer component was formed in order to span the candidate lattice subset defined by the transmitter ports. Hereafter, the algorithm iteratively tested the lattice points within the sphere packing in the constantly updated interval, and outputted the nearest lattice point as the approximately optimal estimation for the transmitted signal. The simulation results show that the proposed scheme is superior to the zero forcing and the minimum mean square error detector in terms of the mitigation of multi-stream interference whether or not the common mode (CM) reception is adopted, and its complexity is the polynomial function of the number of ports when the signal to noise ratio is higher.

     

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