衰落信道下无线传感器网络的简化并行分布式检测方法

Kayhan Eritmen, E. Masazade, M. Keskinoz
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摘要

本文研究了具有并行结构的无线传感器网络中的分布式检测问题。考虑了一个分散的二元假设检验问题,局部传感器自行做出决策并将其发送到融合中心。利用中心极限定理,确定了存在局部检测率和虚警率时融合中心的最佳阈值。数值算例表明,该方法对于衰落信道是有效的,并且在信道状态信息已知的情况下给出了准确的阈值,是一种比穷举搜索更简化的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Simplified Parallel Distributed Detection Method for Wireless Sensor Networks under Fading Channels
In this paper, we investigated the distributed detection problem in wireless sensor networks with parallel configuration. A decentralized binary hypothesis testing problem is considered that local sensors made their own decision and transmit it to the fusion center. Using the Central Limit Theorem, we determined the optimum threshold for fusion center when local detection and false alarm rates are present. Numerical examples shows that the proposed method is valid for fading channels and gives the accurate threshold value as a simplifier way than exhaustive search when channel state information is known .
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