基于信道容量的超宽带传感器网络功率分配及其在目标检测中的应用

G. Alirezaei
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引用次数: 7

摘要

本文分析了一种基于超宽带通信技术的分布式无线传感器网络的功率分配问题,该网络用于目标检测。在考虑的场景中,传感器独立地观察物体的存在或不存在。由于通信信道存在噪声,干扰观测被融合成可靠的全局决策,以提高整体检测概率。采用了一种以信道容量最大化为目标的基于信息论的方法。它允许分析描述的总给定功率分配给传感器,从而优化整体检测概率。此外,我们还证明了在超宽带信号系统中使用所引入的功率分配方法进行目标检测的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Channel capacity related power allocation for ultra-wide bandwidth sensor networks with application in object detection
This publication analyzes the power allocation problem for a distributed wireless sensor network which is based on ultra-wide bandwidth communication technology and is used to perform object detection. In the considered scenarios the presence or the absence of an object is observed by the sensors independently. Due to noisy communication channels, the interfered observations are fused into a reliable global decision in order to increase the overall detection probability. An approach based on information theory, that aims at maximization of channel capacity, is employed. It allows for analytically described allocation of total given power to the sensors and, thereby, optimizes the overall detection probability. Furthermore, we demonstrate the feasibility of object detection by using the introduced power allocation method in ultra-wide bandwidth signaling systems.
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