Power-aware distributed target detection in wireless sensor networks with UWB-radar nodes

D. Bielefeld, R. Mathar, O. Hirsch, R. Thomä
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引用次数: 3

Abstract

Distributed detection of targets is one of the major applications of wireless sensor networks. Many existing results on distributed detection are either derived from analytical models or are based on simulations. In this paper, the performance of a distributed target detection system is evaluated by real measurement data obtained by UWB-radar-based sensor nodes. After local processing of the radar signal, the sensor nodes transmit their local decisions about the absence or presence of the target to a fusion center. For this purpose, a power-aware algorithm for resource allocation, which is tailored for UWB communication links is discussed. The feasibility and the effectiveness of this algorithm is evaluated by a hybrid approach based on the measurement data and simulations.
超宽带雷达节点无线传感器网络中功率感知分布式目标检测
目标的分布式检测是无线传感器网络的主要应用之一。现有的许多分布式检测结果要么是基于分析模型,要么是基于仿真的。本文利用基于超宽带雷达的传感器节点获取的真实测量数据,对分布式目标检测系统的性能进行了评价。在对雷达信号进行局部处理后,传感器节点将其关于目标是否存在的局部决策传输到融合中心。为此,讨论了一种适合超宽带通信链路的功率感知资源分配算法。基于实测数据和仿真,采用混合方法对该算法的可行性和有效性进行了评价。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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