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Interference cancellation beamforming robust to pointing errors

机译:干扰消除波束成形对指向错误具有鲁棒性

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摘要

The conventional Wiener-Hopf beamformer is subject to substantial performance degradation in the presence of steering vector pointing errors. By removing the effects of the desired signal, the modified Wiener-Hopf beamformer avoids this problem but allows cochannel interferences to pass through in order to maximise the signal-to-noise ratio. In this study, a novel array beamformer is proposed, which not only reduces the effect of pointing errors, but also asymptotically provides complete interference rejection. In particular, the proposed beamformer utilises a vector space projection method and employs a one-step computation for the desired signal power. Using this, the effects of the desired signal can be extracted to form the desired-signal-absent covariance matrix. Thus, a weight vector orthogonal with the interference subspace can be constructed. Numerical results demonstrate the superior performance of the proposed beamformer in the presence of pointing errors relative to other existing approaches such as 'diagonal loading', 'robust Capon' and 'signal subspace projection' beamformers.
机译:在存在转向矢量指向误差的情况下,常规的Wiener-Hopf波束成形器的性能会大大下降。通过消除所需信号的影响,改进的Wiener-Hopf波束形成器避免了此问题,但允许通过同信道干扰,以使信噪比最大化。在这项研究中,提出了一种新颖的阵列波束形成器,它不仅可以减少指向误差的影响,而且可以渐近地提供完全的干扰抑制。特别地,所提出的波束形成器利用矢量空间投影方法并且针对期望的信号功率采用一步计算。使用此,可以提取期望信号的影响以形成期望信号缺失的协方差矩阵。因此,可以构建与干扰子空间正交的权重向量。数值结果表明,相对于其他现有方法(例如“对角加载”,“鲁棒Capon”和“信号子空间投影”波束形成器),在存在指向误差的情况下,所提出的波束形成器具有优越的性能。

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  • 来源
    《Signal Processing, IET 》 |2013年第2期| 120-127| 共8页
  • 作者单位

    Department of Electrical and Electronic Engineering, Imperial College, London SW7 2AZ, UK;

    Department of Electrical and Electronic Engineering, Imperial College, London SW7 2AZ, UK;

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  • 正文语种 eng
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