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非正则复向量的扩展MVDR算法研究

Improper complex vector-oriented ExMVDR algorithm

  • 摘要: 研究了非正则复向量的特性对MVDR算法的影响。将阵元接收数据经过FFT运算后,在任一频率下的列向量都是非正则复向量。根据非正则复向量伪自相关阵的特性,提出了扩展自相关矩阵和扩展驾驶向量,推导出了扩展MVDR(ExMVDR)算法。仿真试验表明ExMVDR算法比MVDR能够更好的压制旁瓣,主瓣的信噪比能够提高2dB左右。

     

    Abstract: The influence of the characteristic of the improper complex vector on MVDR algorithm is stu-died.After FFT is performed on the received data from array,the column vector in each frequency bin is improper.According tothe characteristic of the pseudo-autocorrelation matrix of the improper complex vector,the extended autocorrelation matrix and the extended steering vector are brought forward.Thereby,a new extended MVDR(ExMVDR) algorithm is presented.Simulation results show that ExMVDR can suppress the side-lobe well and improve the SNR of main lobe about 2dB.

     

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