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A Novel Implementation of DOA Estimation for Node Localization on Software Defined Radios: Achieving High Performance with Low Complexity

机译:软件定义无线电节点本地化DOA估计的新颖实现:以低复杂性实现高性能

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This paper1 introduces a novel implementation of direction-of-arrival (DOA) estimation for localization of nodes in (mobile) ad-hoc networks. The localization technique is being implemented on a software defined radio (SDR) system. The SDR system needs DOA estimation for: (a) beam-forming and detection, and (b) localization. The detection process needs coarse DOA estimation, while the localization needs a fine one. The technique fuses two known DOA estimation techniques: delay-and-sum and root-MUSIC. The former is a simple technique suitable for on-line (high speed) implementation required for detection. Hence, it would consume less power. The latter is a complex technique that needs higher processing time and consumes more power and would be suitable for off-line DOA estimation. Hence, the fused DOA estimation technique offers high performance with low complexity and power consumption.
机译:本文 1 介绍了到达方向(DOA)估计的新颖实现,以便(移动)ad-hoc网络中的节点本地化。本地化技术正在在软件定义的无线电(SDR)系统上实现。 SDR系统需要DOA估计:(a)波束形成和检测,和(b)定位。检测过程需要粗略DOA估计,而本地化需要罚款。该技术融合了两个已知的DOA估计技术:延迟和和和root-Music。前者是一种适用于检测所需的在线(高速)实现的简单技术。因此,它会消耗更少的力量。后者是一种复杂的技术,需要更高的处理时间并消耗更多的功率,并且适合于离线DOA估计。因此,融合的DOA估计技术提供了具有低复杂性和功耗的高性能。

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