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自适应阵信号分离理论

THEORY OF SIGNAL SEPARATION USING ADAPTIVE ARRAYS

  • 摘要: 本文叙述自适应阵信号处理的一个新的应用领域,信号分离理论。对于一个具有N个基元的接收阵系统,如果有M个在空间上彼此分离的入射信号,MN。那么对接收信号经适当处理之后可以被完全分离开来,即在系统的输出通道中,每一通道只包含一个入射信号。对于窄带信号,我们用Hilbert变换得出其正交分量,然后构成预包络信号。用自适应阵确定入射信号的方向,给出信号的复的指向角矩阵 G ,用分块矩阵的方法,建立复矩阵 G 和它的实导出矩阵 G 0之间的一一对应关系间接地求出 G -1。利用 G -1对输入信号实行线性变换,再将预包络解调,就可以在输出通道中将信号分离,对于宽带信号可以采用差频或DFT分析的方法得到信号分离的结果。本文中给出一个为DFT分析而导出的谱线跟踪公式,同时给出了按本文理论所设计的系统的方框图。在数字计算机上进行的系统模拟实验表明,信号分离的方法是可行的,效果是好的。文中给出了部分图表。

     

    Abstract: Signal separation using adaptive arrays is a new technique in array data processing. The model considered in this paper is that the array consists of N sensors and the number of signal sources, which are separated in spatial location, is M and MN. In the case of narrow band signal, the incident signal have the form
    x(t)=u(t)cos2πf0t-v(t)sin2πf0t
    By using the Hilbert transform, we obtain
    \widehat x(t)=u(t)cos2πf0t-v(t)sin2πf0t
    In terms of the conventional beamforming system, the directional bearing-angle matrix G is formed. And then by using a special implementation the inverse matrix G-1 is derived. At last a matrix transform operate on the received signal such that the output signal is separable, i.e. each output channel have only one incident signal. In the case of wide band signal, the DFT of input signal or heterodyne are required. The block diagram of signal separation technique is given. Some important results of this technique is derived. The results of system simulation experiment in digital computer prove that this theory is effective.

     

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