鲁棒自调焦宽带贝叶斯波束形成

Tao Yu, J. Hansen
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引用次数: 2

摘要

窄带源的到达方向(DOA)不确定问题已经通过自适应贝叶斯波束形成得到解决[2,3]。本文提出了一种基于相干信号-子空间变换(CSST)的宽带贝叶斯波束形成技术。CSST将宽带数据聚焦到单个窄带上,以允许窄带贝叶斯波束形成器,而窄带波束形成器反过来提供数据驱动的DOA信息,以更新CSST的关键部分-聚焦矩阵。用阵列数据进行的数值模拟表明,该波束形成器具有抗DOA失配和相干宽带干扰的鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust Auto-Focusing Wideband Bayesian Beamforming
The problem of uncertain direction-of-arrival (DOA) for narrowband sources has been addressed using adaptive Bayesian beamforming[2,3]. In this study, we present a wideband Bayesian beamforming technique based on the coherent signal-subpace transform (CSST). CSST focuses the wideband data onto a single narrowband to allow for a narrowband Bayesian beamformer, which in turn provides the data-driven DOA information needed to update the key part of CSST-the focusing matrix. Numerical simulations with array data show that the proposed beamformer is robust to both DOA mismatch and coherent wideband interfences.
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