基于DOA技术和三角质心算法的射频发射器定位系统设计与改进

A. N. Abdullah, L. Abdul-Rahaim
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引用次数: 0

摘要

射频(RF)发射器的定位与测向是无线通信中的一个重要领域。它使用一套算法估计方向和距离,以获得真实的目标位置。射频定位具有重要的应用,特别是在安全和军事应用中。被称为DF节点的无源传感器网络与中央处理器配置射频源定位系统。射频定位系统基于估计技术原理,通过在每个DF节点上采集方向和测量距离来实现定位。本文旨在模拟高分辨率射频定位系统的设计,提供目标发出的信号类型和目标数量的知识。该系统的仿真包括在目标位置固定的单源环境下,通过一组连接的DF节点实现TDOA算法和采用三角质心算法的DOA算法。DF节点通过使用具有信号处理算法的均匀线性阵列(ULA)寻找目标发射来被动感知环境。通过对多个测试案例的分析,对射频定位系统的精度进行了评价。结果表明,该方法可以实现误差足够小的鲁棒定位估计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design and Enhancement of Localization System for Radio Frequency Emitters Based on DOA Techniques and Triangulation Centroid Algorithm
Localization and Direction Finding (DF) of Radio Frequency (RF) emitters is an important field in wireless communication. It estimates the direction and distance using a set of algorithms to obtain the real target position. RF localization has significant applications, especially in security and military applications. A network of passive sensors called the DF nodes with a central processor configures RF source localization system. RF localization system principle based on estimation techniques by collecting the direction and measuring range at each DF node to achieve localization. This paper aims to simulate the design of a high-resolution RF localization system, which provides knowledge of the types of signals being emitted by the targets and the number of targets. The simulation of this system includes implementing TDOA and DOA algorithms with triangulation centroid algorithm by a group of connected DF nodes in single-source environments with fixed target positions. DF nodes passively sense the environment by looking for the target emissions using a Uniform Linear Array (ULA) with signal processing algorithm. The obtained results are taken from many test cases to evaluate the accuracy of the RF localization system. The results show that robust localization estimation with a sufficiently small error can be achieved.
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