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Application of conjugate gradient algorithm to adaptive beamforming

机译:共轭梯度算法在自适应波束形成中的应用

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In this paper, the relationship of subarray size, snapshot number and interference number is studied for different gradient computing methods. New forward and backward CGM (FBCGM) and multilayer FBCGM (MFBCGM) methods are proposed. Their advantages are summarized as follows: (1) they can be applied with a small number of snapshots. (2) They can be applied with a weaker constraint for the number of the array elements than that Mandyam (1997). (3) They perform well in coherent receiving environments. (4) They have less computational load compared to SMI and the subspace projection method.
机译:针对不同的梯度计算方法,研究了子阵列大小,快照数和干扰数之间的关系。提出了新的前进和后退CGM(FBCGM)和多层FBCGM(MFBCGM)方法。它们的优点概括如下:(1)它们可以与少量快照一起应用。 (2)可以应用比Mandyam(1997)弱的数组元素约束。 (3)它们在相干的接收环境中表现良好。 (4)与SMI和子空间投影方法相比,它们的计算量较小。

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