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首页> 外文期刊>IEEE Transactions on Signal Processing >Partially adaptive beamforming for correlated interference rejection
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Partially adaptive beamforming for correlated interference rejection

机译:部分自适应波束形成用于相关干扰抑制

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摘要

Conventional linearly constrained adaptive beamformers often suffer from severe signal cancellation in the presence of interferers correlated with the signal. We propose a partially adaptive beamforming technique for correlated interference rejection in broadband signal environments. The beamformer output mean squared error is decomposed into an interference mean squared error term and an additional signal cancellation term that is due to the presence of correlated interference. Both mean squared errors depend on the adaptation space. The partially adaptive beamforming technique proposed here chooses an adaptation space which results in little signal cancellation while maintaining satisfactory interference cancellation. It is shown that, for a given interference scenario, a partially adaptive beamformer can be designed such that maximum interference cancellation is achieved without any signal cancellation. In practice, an approximate design procedure is provided to accommodate a set of likely interference scenarios. Analysis of the feasibility of this approach is presented. The effectiveness of the technique is demonstrated through examples.
机译:在存在与信号相关的干扰源的情况下,常规的线性约束自适应波束形成器通常遭受严重的信号消除。我们提出了一种部分自适应波束成形技术,用于宽带信号环境中的相关干扰抑制。波束形成器输出均方误差被分解为干扰均方误差项和由于相关干扰的存在而导致的附加信号抵消项。均方误差均取决于适应空间。这里提出的部分自适应波束成形技术选择一种自适应空间,该空间在保持令人满意的干扰消除的同时,几乎不会产生信号消除。示出了,对于给定的干扰情形,可以设计部分自适应的波束形成器,使得在没有任何信号消除的情况下实现最大的干扰消除。实际上,提供了一种近似的设计程序来适应一组可能的干扰情况。提出了这种方法的可行性分析。通过实例证明了该技术的有效性。

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