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NEW SIGNAL SUBSPACE DIRECTION-OF-ARRIVAL ESTIMATOR FOR WIDEBAND SOURCES

机译:宽带源的新信号子空间方向估计

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Signal subspace methods in DOA estimation for wideband sources require preprocessing to find initial values which are close enough to the true values or to convert sensor outputs into desired forms. The preprocessing procedure should be carefully done lest it introduce some distortion. Failure to find proper initial values may prevent convergence of the estimator or cause biases in the estimator. The proposed method detects uncorrelated wideband sources using the signal subspace and the noise subspace of decomposed wideband signals. It does not require any initial values. The only preprocessing is narrowband decomposition of the sensor output which is very common in other wideband methods. Computer simulation showed that the proposed method has less bias and comparable variance than CSSM with small focussing errors.
机译:宽带源的DOA估计中的信号子空间方法需要预处理以查找足够接近真实值或将传感器输出转换为所需表格的初始值。预处理程序应仔细完成,以免它引入一些失真。未能找到适当的初始值可能会阻止估计器的收敛或导致估算器中的偏差。该方法使用信号子空间和分解宽带信号的噪声子空间检测不相关的宽带源。它不需要任何初始值。唯一的预处理是传感器输出的窄带分解,其在其他宽带方法中非常常见。计算机模拟表明,该方法的偏差较小和比具有小的聚焦误差的CSSM的差异较少。

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