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2D direction of arrival estimation of multiple moving sources using a spherical microphone array

机译:使用球形麦克风阵列的多个移动源的2D到达方向估计

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Direction of arrival estimation using a spherical microphone array is an important and growing research area. One promising algorithm is the recently proposed Subspace Pseudo-Intensity Vector method. In this contribution the Subspace Pseudo-Intensity Vector method is combined with a state-of-the-art method for robustly estimating the centres of mass in a 2D histogram based on matching pursuits. The performance of the improved Subspace Pseudo-Intensity Vector method is evaluated in the context of localising multiple moving sources where it is shown to outperform competing methods in terms of clutter rate and the number of missed detections whilst remaining comparable in terms of localisation accuracy.
机译:使用球形麦克风阵列的到达方向估计是一个重要且不断发展的研究领域。一种有前途的算法是最近提出的子空间伪强度矢量方法。在此贡献中,子空间伪强度矢量方法与最新技术相结合,可基于匹配追踪可靠地估计2D直方图中的质心。在定位多个移动源的情况下评估了改进的子空间伪强度矢量方法的性能,该方法在杂波率和漏检次数方面表现出优于竞争方法,而在定位精度方面仍可与之匹敌。

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