利用非单调信号传播模型定位室内环境中的WiFi接入点

Saeed Varzandian, H. Zakeri, S. Ozgoli
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引用次数: 8

摘要

本文的研究表明,广泛使用的对数正态路径损耗信号传播模型并不适用于所有室内环境。提出了一种室内环境下的非单调信号传播模型。该模型结合接收到的信号强度值、相对距离和方向信息,具有多种应用价值。本文以接入点位置估计为例进行了研究,并提出了一种算法。结果表明,利用相对距离、方向信息和任意参考点,可以找到接入点的相对位置。通过实际数据和计算机仿真验证了所提模型和算法的性能。
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Locating WiFi access points in indoor environments using non-monotonic signal propagation model
In this paper it is shown that the widely used lognormal path loss signal propagation model may not be a good choice for every indoor environment. Instead, a non-monotonic signal propagation model for an indoor environment is presented. This model, combined with received signal strength values, relative distance and directional information can exhibit several applications. As an example, access point position estimation is studied in this paper and an algorithm is proposed for this purpose. It is shown that using relative distance, directional information and an arbitrary reference point, it is possible to find the relative location of access points. The performance of proposed model and algorithm is tested by real data and computer simulation.
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