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Extending the concept of IIR filtering to array processing using approximate spatial IIR structure

机译:将IIR滤波的概念扩展到使用近似空间IIR结构的阵列处理

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摘要

Various array processing techniques applied to uniform linear arrays are involuntarily realized using structures that are analogous to finite impulse response filters. This observation leads to the following question: "can we extend infinite impulse response (IIR) filtering to array processing?". In this paper, we introduce the concept of IIR array in spatial domain. Note that IIR array here does not mean time-domain IIR filtering for array beamforming which is commonly understood. This paper is dedicated to the study of an alternate approach for array signal processing which defines IIR structure in spatial domain. To illustrate the applicability of the concept of IIR array, we propose a new direction-of-arrival estimation technique as well as a beamformer with the spatial domain IIR array implementation. The performance of the proposed methods are comparable to the existing techniques. These illustrations are intended to introduce a new approach which potentially can offer more degrees of freedom to control the performance of the array and reduce the complexity of the system for a desired performance.
机译:使用类似于有限脉冲响应滤波器的结构,非自愿地实​​现了应用于均匀线性阵列的各种阵列处理技术。这种观察导致以下问题:“我们可以将无限冲激响应(IIR)滤波扩展到阵列处理吗?”。在本文中,我们介绍了IIR阵列在空间域中的概念。注意,此处的IIR阵列并不意味着通常会理解的用于阵列波束形成的时域IIR滤波。本文致力于研究阵列信号处理的另一种方法,该方法定义了空间域中的IIR结构。为了说明IIR阵列概念的适用性,我们提出了一种新的到达方向估计技术以及具有空间域IIR阵列实现的波束形成器。所提出的方法的性能与现有技术相当。这些说明旨在介绍一种新方法,该方法可能可以提供更大的自由度来控制阵列的性能,并为所需性能降低系统的复杂性。

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