分频域滤波器的自适应波束形成

M. Joho, G. Moschytz
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引用次数: 10

摘要

本文提出了一种基于分频域最小均方算法的自适应宽带波束形成器。该算法具有计算效率高、收敛速度快等优点。在需要长滤波器但只允许小处理延迟的应用中,没有分区的频域自适应波束形成器尽管块大小很小,但需要很大的FFT长度。在不增加FFT操作次数的情况下,通过过滤器分区可以显著缩短FFT长度。该算法对FFT大小的要求较低,因此对声学应用具有吸引力。
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Adaptive beamforming with partitioned frequency-domain filters
In this paper an adaptive broadband beamformer is presented which is based on a partitioned frequency-domain least-mean-square algorithm (PFDLMS). This block algorithm is known for its efficient computation and fast convergence even when the input signals are correlated. In applications where long filters are required but only a small processing delay is allowed, a frequency domain adaptive beamformer without partitioning demands a large FFT length despite the small block size. The FFT length can be shortened significantly by filter partitioning, without increasing the number of FFT operations. The weaker requirement on the FFT size makes the algorithm attractive for acoustical applications.
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