一种用于快速检测干扰DoA的直接空信转换器的理论与设计

Matthew Bajor, Tanbir Haque, John Wright, P. Kinget
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引用次数: 5

摘要

提出了一种可重构、可扩展的直接空间-信息转换器(DSIC)结构,用于快速、节能地寻找到达方向(DoA)。在传统的延迟和波束形成器(CBF)中,由于奈奎斯特采样定理,扫描时间、分辨率和能耗之间的权衡是固定的。为了准确地检测干扰源的方位,需要多种扫描角度和复杂的能量密集计算。相比之下,DSIC直接将输入波前转换为空间信息,并通过在时间上连续形成空间信号的随机投影,仅产生少量压缩感知(CS)测量。然后从这些CS测量中迅速找到波前的DoA。对于只需要找到一个大干扰的DoA的现实场景,DSIC的能耗比CBF低16倍。与最近提出的其他CS DoA检测器相比,DSIC具有显著的可重构性和可扩展性优势,特别是在干扰数量未知的情况下。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Theory and Design of a Direct Space-to-Information Converter for Rapid Detection of Interferer DoA
A reconfigurable and scalable architecture called the Direct Space-to-Information Converter (DSIC) is presented for rapid and energy-efficient direction-of-arrival (DoA) finding. In conventional delay-and-sum beamformers (CBF), the tradeoff between scan time, resolution and energy consumption is fixed due to the Nyquist sampling theorem. To accurately detect the DoA of an interferer, many scan angles and complex energy intensive calculations are needed. In contrast, the proposed DSIC directly converts an incoming wavefront to spatial information and generates only a few compressed sensing (CS) measurements by forming random projections of the spatial signal consecutively in time. The DoA of the wavefront is then rapidly found from these CS measurements. The energy consumption of the DSIC is 16x lower than the CBF for a realistic scenario where the DoA of only one large interferer needs to be found. Compared to other recently proposed CS DoA finders, the DSIC delivers significant reconfigurability and scalability advantages especially when the number of interferers is unknown.
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