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Design and Analysis of Distributed Radar Sensor Networks

机译:分布式雷达传感器网络的设计与分析

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摘要

In this paper, we design a network of distributed radar sensors that work in an ad hoc fashion, but are grouped together by an intelligent clusterhead. This system is named Radar Sensor Network (RSN). A RSN not only provides spatial resilience for target detection and tracking compared to traditional radars, but also alleviates inherent radar defects such as the blind speed problem. This interdisciplinary area offers a new paradigm for parallel and distributed sensor research. We propose both coherent and noncoherent RSN detection systems applying selection combination algorithm (SCA) performed by clusterhead to take the advantage of spatial diversity. Monte Carlo simulations show that proposed RSN can provide much better detection performance than that of single radar sensor for fluctuating targets, in terms of probability of false alarm and miss detection. We also analyze the impact of Doppler shift on both coherent and noncoherent RSN detection systems at the presence of clutter. The result is that the coherent system is more robust to the noncoherent RSN.
机译:在本文中,我们设计了一个分布式雷达传感器网络,该网络以临时方式工作,但由智能集群头组合在一起。该系统称为雷达传感器网络(RSN)。与传统雷达相比,RSN不仅为目标检测和跟踪提供了空间弹性,而且还减轻了雷达固有的缺陷,例如盲目速度问题。这个跨学科领域为并行和分布式传感器研究提供了新的范例。我们提出了应用簇头执行的选择组合算法(SCA)的相干和非相干RSN检测系统,以利用空间分集的优势。蒙特卡罗模拟显示,对于虚假目标和误检的可能性,所提出的RSN可以提供比单个雷达传感器更好的检测目标波动性能。我们还分析了在出现杂波时多普勒频移对相干和非相干RSN检测系统的影响。结果是,相干系统对非相干RSN更健壮。

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