通信信号的单通道盲分离和码元序列盲估计

      Single-channel blind signal separation and blind estimation of symbol sequences of communication signals

      • 摘要: 针对被单根天线接收的多个通信信号的单通道盲分离问题, 提出了一种新算法.该算法利用各个通信信号的周期性差异和波形差异, 应用过采样技术和高阶统计量分析技术来构造适用于独立分量分析的多通道混合模型, 从而将多信号盲分离问题转化成波形和码元序列的估计问题.仿真证实了新算法的可行性和优越性.

         

        Abstract: A new method for the blind separation of multiple communication signals received by a single sensor is presented. In this paper based on the different rate and waveform of communication signals, we employs oversampling and high order statistics to turn a single de-mixing problem into the estimation problem of the waveform and symbol that can be solved by means of a conventional ICA (Independent component analysis) algorithm. Simulation results demonstrate the effectiveness and superiority of the proposed algorithm.

         

      /

      返回文章
      返回