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Centroid Localization of Uncooperative Nodes in Wireless Networks Using a Relative Span Weighting Method

机译:使用相对跨度加权方法的无线网络中不合作节点的质心定位

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Increasingly ubiquitous wireless technologies require novel localization techniques to pinpoint the position of an uncooperative node, whether the target is a malicious device engaging in a security exploit or a low-battery handset in the middle of a critical emergency. Such scenarios necessitate that a radio signal source be localized by other network nodes efficiently, using minimal information. We propose two new algorithms for estimating the position of an uncooperative transmitter, based on the received signal strength (RSS) of a single target message at a set of receivers whose coordinates are known. As an extension to the concept of centroid localization, our mechanisms weigh each receiver's coordinates based on the message's relative RSS at that receiver, with respect to the span of RSS values over all receivers. The weights may decrease from the highest RSS receiver either linearly or exponentially. Our simulation results demonstrate that for all but the most sparsely populated wireless networks, our exponentially weighted mechanism localizes a target node within the regulations stipulated for emergency services location accuracy.
机译:越来越普遍的无线技术需要新颖的定位技术来确定不合作节点的位置,无论目标是在紧急情况中从事安全利用的恶意设备还是电池电量不足的手机。这样的情况需要无线电信号源被其他网络节点使用最少的信息有效地定位。我们提出了两种新算法,用于基于一组坐标已知的接收器上单个目标消息的接收信号强度(RSS)来估计不合作的发送器的位置。作为质心定位概念的扩展,我们的机制根据该接收器上消息的相对RSS,相对于所有接收器上RSS值的范围,权衡每个接收器的坐标。权重可以从最高RSS接收器线性或指数减小。我们的仿真结果表明,除了人口稀少的所有无线网络外,我们的指数加权机制将目标节点定位在为紧急服务位置准确性所规定的法规内。

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